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* Calculation of critical p-, z-, t- and F-values - 9 messages, 6 authors
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TOPIC: Calculation of critical p-, z-, t- and F-values
http://groups.google.com/group/sci.stat.math/browse_thread/thread/5ef9c70814f32927?hl=en
==============================================================================
== 1 of 9 ==
Date: Tues, Nov 13 2007 12:15 am
From: schuetz-daniel@t-online.de
Hallo,
could you give me the formulas for calculating critical values for z,
p, t and F for a significance level (e. g. 99 %)? Or could you say me
where I can find those?
Please excuse my bad English.
Thanks
Daniel
== 2 of 9 ==
Date: Tues, Nov 13 2007 12:34 am
From: "Nasser Abbasi"
<schuetz-daniel@t-online.de> wrote in message
news:1194941721.124021.86460@v3g2000hsg.googlegroups.com...
> Hallo,
>
> could you give me the formulas for calculating critical values for z,
> p, t and F for a significance level (e. g. 99 %)? Or could you say me
> where I can find those?
>
> Please excuse my bad English.
>
> Thanks
> Daniel
>
Ofcourse one can calculate these from the distribution itself. but it is
easier to use tables. (our text book has them)
You can look at these tables on-line, some are on wikipedia and google book
has it. do google book search on
Elementary Statistics Tables By Henry R. Neave
Here is also a web site that has them on-line
http://www.statsoft.com/textbook/stathome.html
Scroll down the right hand side to the 'distribution tables' button and
click on it.
Nasser
== 3 of 9 ==
Date: Tues, Nov 13 2007 1:36 am
From: schuetz-daniel@t-online.de
Yes, surely. But if I have very much populations that should be
compared then it would be better to make values automatically
computed. This would be time-saving.
On 13 Nov., 09:34, "Nasser Abbasi" <n...@12000.org> wrote:
> <schuetz-dan...@t-online.de> wrote in message
>
> news:1194941721.124021.86460@v3g2000hsg.googlegroups.com...
>
> > Hallo,
>
> > could you give me the formulas for calculating critical values for z,
> > p, t and F for a significance level (e. g. 99 %)? Or could you say me
> > where I can find those?
>
> > Please excuse my bad English.
>
> > Thanks
> > Daniel
>
> Ofcourse one can calculate these from the distribution itself. but it is
> easier to use tables. (our text book has them)
>
> You can look at these tables on-line, some are on wikipedia and google book
> has it. do google book search on
> Elementary Statistics Tables By Henry R. Neave
>
> Here is also a web site that has them on-linehttp://www.statsoft.com/textbook/stathome.html
>
> Scroll down the right hand side to the 'distribution tables' button and
> click on it.
>
> Nasser
== 4 of 9 ==
Date: Tues, Nov 13 2007 2:21 am
From: "Nasser Abbasi"
>
> On 13 Nov., 09:34, "Nasser Abbasi" <n...@12000.org> wrote:
>> <schuetz-dan...@t-online.de> wrote in message
>>
>> news:1194941721.124021.86460@v3g2000hsg.googlegroups.com...
>>
>> > Hallo,
>>
>> > could you give me the formulas for calculating critical values for z,
>> > p, t and F for a significance level (e. g. 99 %)? Or could you say me
>> > where I can find those?
>>
>> > Please excuse my bad English.
>>
>> > Thanks
>> > Daniel
>>
>> Ofcourse one can calculate these from the distribution itself. but it is
>> easier to use tables. (our text book has them)
>>
>> You can look at these tables on-line, some are on wikipedia and google
>> book
>> has it. do google book search on
>> Elementary Statistics Tables By Henry R. Neave
>>
>> Here is also a web site that has them
>> on-linehttp://www.statsoft.com/textbook/stathome.html
>>
>> Scroll down the right hand side to the 'distribution tables' button and
>> click on it.
>>
>> Nasser
>
<schuetz-daniel@t-online.de> wrote in message
news:1194946596.904993.24770@d55g2000hsg.googlegroups.com...
> Yes, surely. But if I have very much populations that should be
> compared then it would be better to make values automatically
> computed. This would be time-saving.
(please do not top post, makes it harder to follow).
Ok, lets look at this problem a little more carefully.
To make like easier, let look at the Z distribution (or standard), i..e
normal with zero mean, and sigma 1.
For confidence interval say 95% what this means is to find the x value such
that are the area under the pdf from -x to +x is .95 (since the area is the
probability). So the problem is to find x such that the area is some value.
For example, we know that the critical value for Z for 95% is 1.96, this is
because if we integrate from -1.96 to +1.96 the pdf we get .95:
Integrate[PDF[NormalDistribution[0, 1], x], {x, -1.96, 1.96}]
0.9500042092453821
Ok, but what we want is the reverse problem, we want x such as the area is
such and such. Then how to find x in this case?
One could find the indefinite integral of the pdf which will be a function
of x, and then solve for x by setting the integral to .95 or whatever C.I.
one wants.
But the indefinite integral can be a nonlinear form as for example here with
standard pdf:
area = Integrate[PDF[NormalDistribution[0, 1], x], x]
(1/2)*Erf[x/Sqrt[2]]
You see, the integral is expressed in terms of erf() function. not a nice
function to work with.
Using CDF is no help help. The same problem.
So the easy way is to make a TABLE. i.e. pick x, and then find the area for
that x. and this is what these tables do.
For example, here is one line of Mathematica code to generate few critical
values for the normal distribution.
Table[{to, 2*Integrate[PDF[NormalDistribution[0, 1], x], {x, 0, to}]}, {to,
1.9, 2, 0.01}]
{{1.9, 0.9425668801186563}, {1.91, 0.9438667864345321},
{1.92, 0.9451421003498051}, {1.93, 0.9463931620067536},
{1.94, 0.9476203098833256}, {1.95, 0.9488238807243032},
{1.96, 0.9500042094744706}, {1.97, 0.9511616292137779},
{1.98, 0.9522964710944976}, {1.99, 0.9534090642803622},
{2., 0.9544997358876777}}
So, you give me the PDF, I can give you back the tables. I can make the
tables as detailed as you want.
It would be easy to write a function then to do a 'lookup' on these tables
to find the critical value for the C.I. you want.
Nasser
== 5 of 9 ==
Date: Tues, Nov 13 2007 2:44 am
From: schuetz-daniel@t-online.de
Tanks. Now I know how to do and so I can do it for myself. Thanks a
lot.
On 13 Nov., 11:21, "Nasser Abbasi" <n...@12000.org> wrote:
> > On 13 Nov., 09:34, "Nasser Abbasi" <n...@12000.org> wrote:
> >> <schuetz-dan...@t-online.de> wrote in message
>
> >>news:1194941721.124021.86460@v3g2000hsg.googlegroups.com...
>
> >> > Hallo,
>
> >> > could you give me the formulas for calculating critical values for z,
> >> > p, t and F for a significance level (e. g. 99 %)? Or could you say me
> >> > where I can find those?
>
> >> > Please excuse my bad English.
>
> >> > Thanks
> >> > Daniel
>
> >> Ofcourse one can calculate these from the distribution itself. but it is
> >> easier to use tables. (our text book has them)
>
> >> You can look at these tables on-line, some are on wikipedia and google
> >> book
> >> has it. do google book search on
> >> Elementary Statistics Tables By Henry R. Neave
>
> >> Here is also a web site that has them
> >> on-linehttp://www.statsoft.com/textbook/stathome.html
>
> >> Scroll down the right hand side to the 'distribution tables' button and
> >> click on it.
>
> >> Nasser
>
> <schuetz-dan...@t-online.de> wrote in message
>
> news:1194946596.904993.24770@d55g2000hsg.googlegroups.com...
>
> > Yes, surely. But if I have very much populations that should be
> > compared then it would be better to make values automatically
> > computed. This would be time-saving.
>
> (please do not top post, makes it harder to follow).
>
> Ok, lets look at this problem a little more carefully.
>
> To make like easier, let look at the Z distribution (or standard), i..e
> normal with zero mean, and sigma 1.
>
> For confidence interval say 95% what this means is to find the x value such
> that are the area under the pdf from -x to +x is .95 (since the area is the
> probability). So the problem is to find x such that the area is some value.
>
> For example, we know that the critical value for Z for 95% is 1.96, this is
> because if we integrate from -1.96 to +1.96 the pdf we get .95:
>
> Integrate[PDF[NormalDistribution[0, 1], x], {x, -1.96, 1.96}]
> 0.9500042092453821
>
> Ok, but what we want is the reverse problem, we want x such as the area is
> such and such. Then how to find x in this case?
>
> One could find the indefinite integral of the pdf which will be a function
> of x, and then solve for x by setting the integral to .95 or whatever C.I.
> one wants.
>
> But the indefinite integral can be a nonlinear form as for example here with
> standard pdf:
>
> area = Integrate[PDF[NormalDistribution[0, 1], x], x]
>
> (1/2)*Erf[x/Sqrt[2]]
>
> You see, the integral is expressed in terms of erf() function. not a nice
> function to work with.
>
> Using CDF is no help help. The same problem.
>
> So the easy way is to make a TABLE. i.e. pick x, and then find the area for
> that x. and this is what these tables do.
>
> For example, here is one line of Mathematica code to generate few critical
> values for the normal distribution.
> Table[{to, 2*Integrate[PDF[NormalDistribution[0, 1], x], {x, 0, to}]}, {to,
> 1.9, 2, 0.01}]
>
> {{1.9, 0.9425668801186563}, {1.91, 0.9438667864345321},
> {1.92, 0.9451421003498051}, {1.93, 0.9463931620067536},
> {1.94, 0.9476203098833256}, {1.95, 0.9488238807243032},
> {1.96, 0.9500042094744706}, {1.97, 0.9511616292137779},
> {1.98, 0.9522964710944976}, {1.99, 0.9534090642803622},
> {2., 0.9544997358876777}}
>
> So, you give me the PDF, I can give you back the tables. I can make the
> tables as detailed as you want.
> It would be easy to write a function then to do a 'lookup' on these tables
> to find the critical value for the C.I. you want.
>
> Nasser
== 6 of 9 ==
Date: Tues, Nov 13 2007 5:42 am
From: Art Kendall
I am not sure what you mean by the critical value of p.
In the olden days we used to use tables, now functions are available in
software. SPSS and PYTHON can call each other. SPSS can also call R.
One way is to write tiny SPSS programs. I can send you a few examples if
you would like them.
SPSS has many cumulative density functions like CDF.t(t,prob) to find
probabilities given the value of the test statistic and the degrees of
freedom.
It also has many inverse density functions like IDF.t(prob,df) to get
critical values.
It also has many pseudorandom value functions like RV.t to generate sets
of values drawn from different distributions if you need them to demo
how a stat works or to test code you write.
The algorithms behind the CDF.*, IDF.*, and RV.* functions are in the
documentation that comes with SPSS.
The algorithms are also available free on line.
go to www.spss.com
click <support>
click <login>
click <login to online tech support> (left pane)
click <login> (main pane)
login as "guest" password "guest" click "ok"
click <statistics documentation> (left pane)
click <algorithms> (main pane)
click <appendix 1> for Z
click <appendix 2> for t
click <appendix 3> for chi**2
click <appendix 4> for F
Art Kendall
Social Research Consultants
schuetz-daniel@t-online.de wrote:
> Hallo,
>
> could you give me the formulas for calculating critical values for z,
> p, t and F for a significance level (e. g. 99 %)? Or could you say me
> where I can find those?
>
> Please excuse my bad English.
>
> Thanks
> Daniel
>
== 7 of 9 ==
Date: Tues, Nov 13 2007 6:36 am
From: Karl Ove Hufthammer
Nasser Abbasi:
> Integrate[PDF[NormalDistribution[0, 1], x], {x, -1.96, 1.96}]
> 0.9500042092453821
Surely so many digits is not necessary. And actually, the
digits after the second 9 is incorrect. The correct value
should be 0.950004209703559.
--
Karl Ove Hufthammer
== 8 of 9 ==
Date: Tues, Nov 13 2007 9:10 am
From: Barry W Brown
On Nov 13, 8:36 am, Karl Ove Hufthammer <Karl.Huftham...@math.uib.no>
wrote:
> Nasser Abbasi:
>
> > Integrate[PDF[NormalDistribution[0, 1], x], {x, -1.96, 1.96}]
> > 0.9500042092453821
>
> Surely so many digits is not necessary. And actually, the
> digits after the second 9 is incorrect. The correct value
> should be 0.950004209703559.
>
> --
> Karl Ove Hufthammer
Our free (open source, no charge) software package Stattab calculates
the values for most common statistical distributions (and a few
uncommon
ones). Windows and Mac executables available as well as source.
http://biostatistics.mdanderson.org/SoftwareDownload
Also, the (free) statistical package R (www.r-project.org) contains
the tables built in; however R has a somewhat steep learning curve.
Barry W. Brown
== 9 of 9 ==
Date: Tues, Nov 13 2007 7:35 pm
From: David Winsemius
Barry W Brown <brownbar@gmail.com> wrote in news:1194973846.237936.54710
@o3g2000hsb.googlegroups.com:
> Our free (open source, no charge) software package Stattab calculates
> the values for most common statistical distributions (and a few
> uncommon ones). Windows and Mac executables available as well as
> source.
>
> http://biostatistics.mdanderson.org/SoftwareDownload
M.D. Anderson Cancer Center has a consistent history of making useful
software and statistical advice available on its website. I salute you.
> Also, the (free) statistical package R (www.r-project.org) contains
> the tables built in; however R has a somewhat steep learning curve.
All one needs to do in R is execute very simple procedures. If you cannot
remember all the distribution functions, all you need to do is type:
help.search("distribution")
Typing qnorm(0.975) will produce the desired quantile of the inverse
Normal. The OP desired a method for "critical values for z,
p, t and F for a significance level (e. g. 99 %)". I don't know what he
meant by "p" but the corresponding values to the t from qt(<quantile>,
<degrees of freedom>) and for the F distribution would be obtained by
typing qf(<quantile>,<df1>,<df2> ).
> qt(0.975,60)
[1] 2.000298
> qt(0.975,120)
[1] 1.979930
# if you wanted the critical values for 10 through 60 df in steps of 10
this would work:
> qt(0.975,seq(10,60,10))
[1] 2.228139 2.085963 2.042272 2.021075 2.008559 2.000298
> qt(0.975,Inf)
[1] 1.959964
> qnorm(0.975)
[1] 1.959964
You would find that qf(2*p - 1, 1, df)) was identical to qt(p, df)^2).
Not very steep if you ask me. Installation is simple enough for an old doc
to do it without much pain ever since version 1.8.
--
David Winsemius, MD, MPH
==============================================================================
TOPIC: Many Solutions Manuals and Ebooks in Electronic (PDF)Format!
http://groups.google.com/group/sci.stat.math/browse_thread/thread/d62ba35ab6ed279a?hl=en
==============================================================================
== 1 of 1 ==
Date: Tues, Nov 13 2007 3:24 pm
From: t-soft-2007@hotmail.com
we have a lot of solutions manual
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Solutions Manual
Massey B., Ward-Smith J. Mechanics of Fluids. Solutions Manual (8th
ed)
(Taylor and Francis, 2006)
Mathlab Dsp A Computer Based Approach - Solution Manual - Sanjit K
Mitra.pdf
Mcgraw-Hill - Digital Signal Processing; A Computer-Based Approach -
Solutions Manual, First Edition
Mechanical Engineering Design 7th ed (SOLUTIONS MANUAL) - S. Mischke,
R.
Budynas (McGraw-Hill, 2003)
Mechanics_Of_Materials.Solutions_Manual.3rd_Ed
Microwave And Rf Design Of Wireless Systems - Solution Manual (D M
Pozar).pdf
Microwave Engineering 2e - David M Pozar - Solutions Manual
Microwave_Engineering_3e__-_Solutions_Manual.rar
microwave_engineering_3e_-_david_m_pozar_-_solutions_manual
Modern Digital and Analog Communications Systems - B P Lathi Solutions
Manual.
Modern Quantum Mechanics (2nd Edition) with solutions J. J. Sakurai
modern_digital_and_analog_communications_systems_-
_b_p_lathi_solutions_manual_193
modern_electronic_communication_8e_-_gary_miller___beasley_-
_solutions_manual
Orfanidis - Introduction to Signal Procesing - Solutions Manual (90p)
P.W. Atkins, & J. de Paula, " Instructor'S Solutions Manual for
Atkins'
Physical Chemistry, 7/e "
Power System Analysis - John J. Grainger & William D. Stevenson, Jr -
McGraw
Hill (Solution Manual).rar
principles_of_communication_5ed_r._e._ziemer__william_h.
_tranter_solutions_manual_815
Proakis J. (2002) Communication Systems Engineering - Solutions Manual
(299s)
Probability and Stochastic ProcessesA Friendly Introduction for
Electrical
and Computer EngineersSECOND EDITIONProblem Solutions
Raymond Serway, Robert Beichner - Physics for Scientists and Engineers
6th Ed
Volume One - Instructor's Solutions Manual
Rf Circuit Design Ludwig And Bretchko Solutions Manual.
Robert W. Fox, Alan T. McDonald and Philip J. Pritchard, <<Introduction
to
Fluid Mechanics>>, 5th Edition
Ross, Westerfield, Jaffe, "Solutions Manual to accompany Corporate
Finance"
Sargent - Recursive Macroeconomic Theory Solutions Manual2.
Semiconductor Device Fundamentals, 1st edt. by Robert F. Pierret -
solution
manu
signals_and_systems_-_m_j_roberts_2003_solutions_manual
solution_manual_for_semiconductor_physics_and_devices_3ed_neamen_
Solutions Manual Errata for Electronics, 2nd ed. by Allan R. Hambley
Solutions manual for Digital Communications Fundamentals and
Applications
Second Edition Sklar prentice hall_
Solutions Manual for Microeconomic Theory by Andreu Mas-Colell,
Michael D.
Whinston, and Jerry R. Green
Solutions Manual Of Riley Et Al Mathematical Methods 3E
Solutions Manual to Accompany Chemical Reaction Engineering, 3rd
Edition
Solutions Manual to Signals and Systems, 2nd Edition Oppenheim &
Willsky
Solutions of Engineering Electromagnetics -Hayt (2001)
solutions_Electric Machinery and Power System Fundamentals
Solutions_Manual__-
_Digital_Communications_Fundamentals_and_Applications_2E_-
_Bernard_Sklar updated-fixed 12-2006.rar
solutions_manual_analytical_mechanics_7e_fowles_cassiday
solutions_manual_for_elementary_principles_of_chemical_processes
solutions-manual-for-elementary-mechanics-and-thermodynamics-by-john-
norbury.
Solutions-Mathematics for Economists Solution Manual (Blume, 1994).
Srinivas K., & Fletcher C. A. J., <<Computational Techniques for Fluid
Dynamics: A Solutions Manual (Scientific Computation)>>
Stewart - Multivariable Calculus Teacher's Solutions Manual.p
Stewart Calculus Et 5Th Complete Solutions Manual Multivariable
Chapters 11-
18.
Stokey-Lucas - Irigoyen, Claudio; Rossi-Hansberg, Esteban; Wright,
Mark L. J.
Solutions Manual for Recursive Methods in Economic Dynamics
Student Solutions Manual to accompany Boyce Elementary Differential
Equations
and Boundary Value Problems
Study Guide and Solutions Manual to Accompany Organic Chemistry
(Atkins,
Carey)(4ed)
sze solutions manual for semiconductor devices physics and technology
2ed.
Taylor & Francis,.Solutions Manual for the Guide to Energy Management,
Fifth
Edition.
The Tax Freedom Solutions Manual (2004).pdf
Theodore S. Rappaport - Wireless Communications Principles and
Practice
Solutions Manual (1996 eBook).
Undergraduate Econometrics Solutions Manual - Hill, Judge And
Griffiths
Van Vylen - Solutions Manual 5th edition.pdf
W. H. Hayt, & J. A. Buck, " Engineering Electromagnetics, 6/e, with
Solutions
Manual "
weatherwax_bertsimas_solutions_manual.pdf
Wiley - 1999 - Calculus one and several variables Instructor solutions
manual.
pdf
Wiley - Advanced Engineering Mathematics 8Ed - Erwin Kreyszig -
Solutions
Manual.pdf
Wiley - Theory.and.Applications.of.OFDM.and.CDMA.Wideband.Wireless.
Communications.(2005).solutions.manual.pdf
Wiley_-_Salas_et_al._-
_Instructor's_Solutions_Manual_to_Accompany_Calculus-
_1_and_Several_Variables__8th_Edition_pdf.zip
William D. Callister Jr, <<Solutions Manual:Materiala Science and
Engineering
An Introduction 6 ed >>
William H. Greene, <<Solutions Manual to Econometric Analysis (5th
Edition)>>
William Stallings - Operating systems - Instructors Manual-
Solutions.doc
Wireless Communications 2Ed - Theodore Rappaport - Solutions
Manual.pdf
wireless_communications_2ed_-_theodore_rappaport_-_solutions_manual
Yunus A. Cengel,& Yunus Cengel, <<Heat Transfer: A Practical Approach>>
2 ed
WIRELESS COMMUNICATIONS AND NETWORKS SECOND EDITION WILLIAM STALLINGS
solutions manual
==============================================================================
TOPIC: Solutions
http://groups.google.com/group/sci.stat.math/browse_thread/thread/fb060dd5a91f7056?hl=en
==============================================================================
== 1 of 1 ==
Date: Tues, Nov 13 2007 3:31 pm
From: t-soft-2007@hotmail.com
On 12 Nov, 01:39, Kal <kalpit...@gmail.com> wrote:
> Could you please send me the solutions for Fundamentals of
> Differential Equations and Boundary Value Problems by Nagle, Saff and
> Snider.
> Thanks!!
> -Kal
http://solutions.freeweb7.com/index.html
==============================================================================
TOPIC: need solution manual
http://groups.google.com/group/sci.stat.math/browse_thread/thread/17b60172c9743777?hl=en
==============================================================================
== 1 of 1 ==
Date: Tues, Nov 13 2007 5:50 pm
From: shah
I really need solution manual for elementary pricniples of chemical
process by felder and rousseau. please email me if you had one.
thanks
==============================================================================
TOPIC: many solution manuals
http://groups.google.com/group/sci.stat.math/browse_thread/thread/9e14aaca7a64de35?hl=en
==============================================================================
== 1 of 1 ==
Date: Tues, Nov 13 2007 11:19 pm
From: hotty
Engineering Circuit Analysis 6Ed - Hayt Solutions Manual
Norbury - Solutions manual for mechanics and thermodynamics
Physics For Scientists And Engineers - Solution Manual
RC Hibbeler statistics 11th edition
DigitalSignal Processing; A Computer Based Approach 1st ed
intro to C++ Dietel and diitel solution manual
computer design fundamentals morris mano
Openheims discrete time soln manual
Computer Networks solutions andrew s tanenbaum
Coulson & Richardson's Chemical Engineering, Volume 5, Solutions to
the Problems in Chemical Engineering Volume 2 & 3.pdf
Solutions Manual] [Instructors] Introduction to Linear Algebra--3rd
Edition - Gilbert Strang.pdf
Introduction_to_VLSI_Circuits_and_Systems_(2001_draft)_-
_John_P_Uyemura_-_Solutions_Manual.pdf
PAPOULIS & PILLAI, PROB. R.V & STOCHASTIC PROCESSES 4TH EDITION
SOLUTION
Student Solutions Manual & Study Guide for Hornback's Organic
Chemistry (2nd Ed.) - Joseph M. Hornback.pdf
Field and wave electromagnetics 2nd edition
Java Cookbook Solutions and Examples for Java Developers.pdf
An Introduction to the Mathematicis of Financial Derivatives(Neftci)--
Solution Manual.pdf
probability and statistical inference hogg and tanis 7th ed
Probablility and statistics fundamentals
Signals adn SYstems 2nd edition solution manual
An intro to database systems 8th edition
ELementary differential equations and boundary value problems
Introduction to probability
introduction to algorithms
Microwave engineering 3rd edition
Operating systems concepts soln manual
[Solutions Manual] Mechanical Engineering Design 7th Ed. Shigley
[Solutions Manual] Engineering Mechanic STATICS 10th Ed. R.C. Hibbeler
Stallings W - Instructors manual Operating Systems 4ed
Digital_Signal_Processing_-_Proakis_&_Manolakis_-_Solutions
Elements of Chemical Reaction Engineering - Solutions Manual
Solid_State_Electronic_Devices_Streetman_Solution_Manual
[Solutions Manual] Fourier and Laplace Transform - Antwoorden
Elements of Chemical Reaction Engineering - Solutions Manual
Computational techniques for fluid dynamics - Solutions Manual
Networks - Book Solution
Stallings W - Instructors manual Operating Systems 4ed solutions
Solution Manual For Communication Systems (4th edt) by Simon Haykin
Fundamentals Of Logic Design 5Ed - Charles Roth - Solutions Manual
Solution Manual For Microelectronic Circuits By Adel Sedra
Modern Digital and Analog Communications Systems - B P Lathi Solutions
Manual
Fundamentals of Heat and Mass Transfer - Solutions Manual
[Solutions Manual] [Instructors] Calculus 5Th Ed James Stewart
Proakis J. (2002) Communication Systems Engineering - Solutions
Manual
Solution_Manual_for_Semiconductor_Physics_and_Devices_3ed_Neamen_
serway - physics for scientists and engineers - solution manual
Fundamentals_Of_Logic_Design_5Ed_-_Charles_Roth_-_Solutions_Manual
[Solutions Manual] Thermodynamics - An Engineering Approach, 5Th
Cengal Boles
[Solutions Manual] Engineering Mechanic STATICS 10th Ed. R.C.
Hibbeler
[Solutions Manual] Probability And Statistics For Engineers And
Scientists
Fundamentals of digital logic with VHDL design solutions manual
Sonntag-Borgnakke-Van Wylen -Fundamentals of Thermodynamics Solution
Manual Chapters 10-16
Fundamentals of Heat and Mass Transfer [Frank P.Incropera - David
P.DeWitt] Solution Manual
Introduction_to_VLSI_Circuits_and_Systems_(2001_draft)_-
_John_P_Uyemura_-_Solutions_Manual
[Solutions Manual] [Instructors] Introduction to Linear Algebra--3rd
Edition - Gilbert Strang
Dorf-Svaboda - Solution Manual For Introduction To Electric Circuits
6th Edition
An Introduction to the Mathematicis of Financial Derivatives(Neftci)--
Solution Manual
Modern control engineering -ogata 3rd edition
Fiber Optics Technicians Manual (2nd Ed.)
DigitalComm_Fundamentals_App_Solution_Manual
Solution Manual For Communication Systems (4th edt) by Simon Haykin
Atkins Solution Manual
Microelectronics_-_Millman_Solution_Manual
Modern Physics-4th Edition Solutions Manual
Sakurai - Modern Quantum Mechanics. Solutions to Problems.djvu
Modern Digital and Analog Communication Solutions---Funadamentals of
Communication
Norbury - Solutions manual for mechanics and thermodynamics
Engineering Circuit Analysis 6Ed - Hayt Solutions Manual
serway - physics for scientists and engineers - solution manual
Sonntag-Borgnakke-Van Wylen -Physics - Classical Mechanics -
Fundamentals of Thermodynamics Solution Manual Chapters 1-9
Prentice Hall - Solutions Manual; Communication Systems Engineering
2003
(McGraw-Hill) (Instructors Manual) Electric Machinery Fundamentals 4th
Edition (Stephen J Chapman)
Prentice.Hall- Digital image processing - Gonzalez 2Ed- Solutions
Manual (2002)
Prentice.Hall- Digital image processing - Gonzalez 2Ed- Solutions
Manual (2002)
[Instructor´s Solutions Manual] Introduction to Eletrodynamics - 3rd
ed. David J. Griffiths
[Manual Solution] Mechanics of Materials Hibbeler 4th-Chapter 12
Operating System Concepts 7th ed - Exercises & Solutions
[Problemas y Soluciones] 854 Problemas Seleccionados de Física
Elemental. (B.B.Bújotsev - V. D. Krívehemkov - G. Ya. Miákishev - I.
M. Saráeva)(1979)
[Solução dos problemas] Redes de Computadores - 4a ed. - ANDREW S.
TANENBAUM
Chemical and Engineering Thermodynamics- 3rd Edition- Solutions
Manual
[Soluciones a los problemas] FISICA 1 -2a ed. Luis Rodrigus Valencia
[Soluciones a los problemas] Suplemento Calculo Infinitesimal
Calculus- Michael Spivak.pdf
[Solution Manual] CD Physics - Halliday, Resnick and Walker´s -
Fundamentals of Physics 1, 2, 3 and 4 (4th ed.)(over 2000pages)
[Solutions Manual] Classical Electrodynamics - 2nd Ed. John David
Jackson byKasper van Wijk
[Solutions Manual] Communication Systems Engineering Proakis J (2002)
[Solutions Manual] [Instructors] Advanced Engineering Mathematics 8Ed
- Erwin Kreyszig
[Solutions Manual] [Instructors] Calculus 5Th Ed James Stewart
[Solutions Manual] [Instructors] Introduction to Linear Algebra--3rd
Edition - Gilbert Strang
[Solutions Manual] [Instructors] Physics by Resnick Halliday Krane,
5th Ed. Vol 2
[Solutions Manual] Anton Bivens Davis CALCULUS early transcendentals
7th edition
[Solutions Manual] Applied Statistics and Probability for Engineers
3rd Ed. Douglas C Montgomery, George C. Runger
[Solutions Manual]
Applied.Statistics.and.Probability.for.Engineers.-.Student.,.3rd.Ed.
(2003)John.Wiley.&.Sons.-.
[Solutions manual] Calculus George Thomas 10th ed Vol 1
[Solutions manual] Calculus George Thomas 10th ed Vol 2
[Solutions Manual] Communication Systems 4Th Edition Simon Haykin
[Solutions Manual] Control Systems Engineering, Nise
[Solutions Manual] Design of Analog CMOS Integrated Circuits [McGraw
Hill].pdf
[Solutions Manual] Digital Signal Processing - Proakis & Manolakis
[Solutions Manual] Digital Signal Processing; A Computer-Based
Approach 1st ed
[Solutions Manual] Econometric Analysis - Greene , Williame H. - 5th
Ed
[Solutions Manual] Electric Machinery 6Ed Fitzgerald, Kingsley, Uman
-
[Solutions Manual] Elementary Mechanics & Thermodynamics [2000] by
Professor Jhon W. Norbury
[Solutions Manual] Elementary Mechanics & Thermodynamics [2000] by
Professor Jhon W. Norbury
[Solutions manual] Engineering - Materials Science, Milton Ohring
[Solutions Manual] Engineering Electromagnetics - 6th Edition -
William H. Hayt, John A. Buck
[Solutions Manual] Engineering Fluid Mechanics, 7th ed. Clayton T.
Crowe, Donald F. Elger and John A. Roberson
[Solutions Manual] Engineering Mechanic STATICS 10th Ed. R.C. Hibbeler
[Solutions Manual] Engineering Mechanics DYNAMICS 3rd ed. Hibbeler.R.C
[Solutions Manual] Engineering Mechanics DYNAMICS - Volume 2 Fifth
Edition, (2002) - J. L. Meriam and L. G. Kraige
[Solutions Manual] Fourier and Laplace Transform - Antwoorden
[Solutions Manual] Fundamental os Heat and Mass Transfer [Frank P.
Incropera - David P.DeWitt]
[Solutions Manual] Fundamentals of Engineering Thermodynamics Moran,
M.J. & Shapiro H.N.
[Solutions Manual] Fundamentals of Engineering Thermodynamics, M. J.
Moran and H. N. Shapiro, 5th edition
[Solutions Manual] Fundamentals Of Fluid Mechanics 3Rd And 4Th
Edition.pdf
[Solutions Manual] Fundamentals of Machine Component Design 3rd
Edition by Robert C. Juvinall and Kurt M. Marshek
[Solutions Manual] Fundamentals of Thermodynamics 6th Ed Sonntag-
Borgnakke-Van Wylen
[Solutions Manual] Fundamentals of Thermodynamics [Sonntag-Borgnakke-
Van Wylen]
[Solutions Manual] Fundamentals.of.Thermodynamics.[Sonntag-Borgnakke-
Van.Wylen]
[Solutions Manual] Hibbeler 4ed - Resistência dos Materiais
[Solutions Manual] Introduction to Fluid Mechanics (Fox, 5th ed)
[Solutions Manual] Introduction to Linear Algebra 3Ed - Gilbert Strang
[Solutions Manual] Introduction to VLSI Circuits and Systems (2001
draft) - John P Uyemura
[Solutions Manual] Mechanical Engineering Design 7th Ed. Shigley
[Solutions Manual] Mechanics Of Materials - (3Rd Ed , By Beer,
Johnston, & Dewolf)
[Solutions Manual] Mechanics of Materials, 6th Ed. by R. C. Hibbeler
[Solutions manual] Oppenheim's Discrete Time Signal Processing text
[Solutions Manual] Probability And Statistics For Engineers And
Scientists
[Solutions manual] Probability and Statistics for Engineers and
Scientists Manual HAYLER
[Solutions Manual] Signals and Systems 2nd Ed. - Haykin
[Solutions Manual] Signals And Systems - 2nd Ed.- Oppenheim &
Wilsky.pdf
[Solutions Manual] Thermodynamics - An Engineering Approach, 5Th
Cengal Boles
[Solutions Manual] University Physics - Sears and Zemansky's 11th Ed
An Introduction to Database Systems 8Ed - C J Date - Solutions
Manual.pdf
Classical Mechanics - Goldstein Solved problems
Daniel Shanks - Solved And Unsolved Problems In Number Theory (2Nd
Ed), 1978.pdf
Electric Machinery Fundamentals (Solutions Manual)
Elementary Differential Equations And Boundary Value Problems, 7Th Ed
- Boyce And Diprima Student Solutions Manual, Charles W Haines Ode
Architect Companion
Fundamentals of Logic Design 5Ed - Charles Roth - Solutions Manual
Fundamentals of Thermodynamics 6th Ed (Solutions Manual) - Sonntag-
Borgnakke-Van Wylen
Griffiths, David - Introduction To Electrodynamics Solutions Manual -
With Update
Halliday, Resnick - Fundamentals Of Physics - 7Th Edition Instructors
Solutions Manual
Instructors Solution Manual, Static- Meriam and L. G. Kraige
Instructor's Solutions Manual - Marion, Thornton - Classical Dynamics
of Particles and Systems, 5th ed!!!!!!!!!!
Introduction To Algorithms 2Nd Edition Solutions(Instructor's.Manual)
Introduction to Probability - Solutions Manual
Dorf-Svaboda-Solution manual for Introduction to electric circuits 6th
edition
Juvinall, Marshek - Fundamentals of Machine Component Design, 3rd ed -
Student Solutions Manual
McgrawHill - William H. Hayt, John A. Buck - Engineering
Electromagnetics, 6th Edition Solutions Manual !!!!!!!!!!!!!!
Microwave Engineering 3e - David M Pozar - Solutions Manual
Microwave Engineering 3E - David M Pozar - Solutions Manual
Munson - Young - Okiishi
Operating Systems Concepts 6th SOLUTIONS MANUAL !!!
Physical Chemistry 7ed - Peter Atkins - Julio de Paula - instructors
solution manual
Physics For Scientists And Engineers 6E By Serway And Jewett -
Solutions Manual Vol 2
Proakis J. (2002) Communication Systems Engineering - Solutions Manual
(299s)
Probability and Statistics for Engineering and the Sciences by Jay L.
Devore
Probability Random Variables and Stochastic Processes Solutions
Manual.Papoulis.McGraw Hill.2002
Schaums Mathematical Handbook of Formulas and Tables
Signal Processing and Linear Systems - B P Lathi - Solutions Manual
Solution Manual to engineering fluid mechanics 7e
Solution To Two-Dimensional Incompressible Navier-Stokes Equations-
Maciej Matyka
Thomas' Calculus, Early Trascendentals 10th ed Instructors Solutions
Manual
Wankat & Oreovicz - Teaching Engineering
Wiley - Pozar - Microwave Engineering 3ed - Solutions Manual
Wiley Chemical And Engineering Thermodynamics 3Ed Solutions Manual
Zwillinger D. et al - CRC Standard Probability and Statistic Tables
and Formulae (1999)
[Solutions Manual] Fundamental os Heat and Mass Transfer [Frank P.
Incropera - David P.DeWitt] ANOTHER EDITION
accounts
Solution Manual-Lectures on Corporate Finance, 2nd Ed by Bossaerts and
Ødegaard
Corporate Finance solution manual, 6th Ed. by Ross
Financial Accounting 6th edition by Harrison Solution Manual
Advanced Accounting 8/e by Fischer, Taylor & Cheng Solution Manual
economics
Solution Manual-Lectures on Corporate Finance, 2nd Ed by Bossaerts and
Ødegaard
Corporate Finance solution manual, 6th Ed. by Ross
Financial Accounting 6th edition by Harrison Solution Manual
Advanced Accounting 8/e by Fischer, Taylor & Cheng Solution Manual
chemical
Solution Manual-Linear Circuit Analysis 2nd Edition by R.A. DeCarlo
and P. Lin
Classical Electrodynamics - 2nd Ed. John David Jackson by Kasper van
Wijk
Microwave Engineering 3E - David M Pozar -
Solution Manual RF Circuit Design Theory and Application by Ludwig
bretchko - Solution Manual
Solution Manual-Electrical Engineering: Principles and Applications
3rd ed
Fundamentals of Engineering Electromagnetics--Cheng
Engineering Electromagnetics by Hayt 2001
Fundamentals of Electric Circuits 2nd Edition by Alexander Sadiku
Microelectronic Circuits By Adel Sedra 5th Edition
Introduction to Electric Circuits 6th Edition by Dorf, Svaboda
Control Systems Engineering By Nice
Electric Circuits 7th edition - Nilsson Solution Manual
Selected Answers-Basic Engineering Circuit Analysis-7th Ed. by J.
David Irwin
Solution Manual-Microelectronics-Digital & Analog Circuits & Systems
by Millman
Electric Machinery 6Ed Fitzgerald, Kingsley, Uman Solution Manual
Problems and Solutions on Electromagnetism (Major American
Universities Ph.D. Qu
Engineering circuit analysis Solution Manual - William Hart Hayt
Solution Manual-Signals and Systems 2003 by M.J. Roberts
Solution Manual-Antenna for all application by John D.Kraus 3rd
edition
Solution Manual-Design with Operational Amplifiers & Analog Integrated
Circuits
agriculture:
Soil Mechanics : Concepts and Applications 2nd edition by William
Powrie
civil
Structural Analysis by Hibbeler
Mechanics of Materials -6th Edition- By R.C. Hibbeler
Solution Manual-Mechanics of Fluids by Massey 8th edition
Finite Element Techniques In Structural Mechanics
Solution Manual Mechanics of Fluids, Frank White 5th Ed
Mechanics of Materials Solution Manual, 3rd Edition, Beer
Solution Manual-Principles of Highway Engineering & Traffic Analysis
3rd Edition
Introduction to fluid mechanics 5th edition-McDonald, Fox - Solution
Manual
Computational Techniques for Fluid Dynamics: Solution Manual
Mechanics of Fluids by John Ward-Smith Solution Manual
Applied Strength of Materials (4th Edition) by Robert L.Mott SOLUTION
MANUAL
mechanics:
Principles of Dynamics, 2nd Edition
Engineering Mechanics - STATICS 5th E - Bedford and Fowler
Engineering Mechanic STATICS 10th Ed. R.C. Hibbeler Solution Manual
Standard Handbook of Machine Design-Shigley & Mischke 2nd Edition
Engineering Fluid Mechanics Clayton T. Crowe, Donald F. Elger & John
A. Roberson
Fluid Mechanics UNKOWN Edition by Fox
Design of Machinery, 3rd ed., by Norton
Theory and Design for Mechanical Measurements
Fluid Mechanics Sixth Edition by White
Heat Transfer-Fundamentals of Heat and Mass Transfer-Incropera &
Dewitt Solution
Thermodynamics : An Engineering Approach Cengel Boles Solution Manual
Solutions-Fracture Mechanics:Fundamentals & Applications 2nd Ed-T.L.
Anderson
Solution Manual - Shigley, Mischke & Budynas : Mechanical Engineering
Design
Fundamentals Of Thermodynamics by Sonntag, Borgnakke, Van Wylen 6th
Ed
Elementary & Thermodynamics [2000] by Professor John W. Norbury
Introduction to Heat Transfer 4th Edition SOLUTION MANUAL
Solutions Manual for System Dynamics 3rd Ed
Heat Transfer: A Practical Approach Solution Manual Cengel
Mechanical Engineering Design-7th Edition Solution Manual
physics:
Engineering Mechanics Dynamics 5th edition Bedford Fowler
Vector Mechanics for Engineers: Dynamics 7th Ed
Principles of Physics 4th ed by Serway & Jewett
Engineering Mechanics - Statics by Hibbeler (11th Edition) Solution
Manual
{Physics for scientests & Engineers } Serway Jewett 6th ED. Solution
manual [2]
Engineering Mechanics Dynamics
Solution Manual Dynamics 10th Edition by Hibbeler
Solution Manual Statics 10th Edition by Hibbeler
Vector Mechanics for Engineers Statics Solutions Manual by Russel
Johnson
university physics 11th edition solution manual
Solution Manual-Fundamentals of Physics 7th edition - Halliday,
Resnick & Walker
Solution Manual-Physics For Scientists And Engineers - 6th ed - Serway
& Jewett
Classical Mechanics Solution Manual by Goldstein & Safko
Vector Mechanics for Engineers, Statics-6th Ed Solution Manual - Beer,
Johnston New
Engineering Mechanics: Dynamics By J. L. Meriam, L. G. Kraige Solution
Manual
Semiconductor Physics and Devices: Basic Principles, 3rd edition
Solution M
operating research/management sciences:
Solution Manual-Robert B.Cooper's Introduction to Queueing Theory-2nd
Edition
marketing
Derivatives Markets - 2nd edition by Yufeng Guo-Solution Manua
computer:
Solution Manual-Fundamentals of Digital Logic with VHDL Design-Brown &
Vranesic
Introduction to VLSI Circuits and Systems (2001 draft) - John P
Uyemura
Digital image processing - Gonzalez 2Ed-
Solutions Manual (2002) Computer Architecture
An Introduction to Database Systems 8ed - C J Date
Introduction To Algorithm - Cormen, Lee, Lin solution manual
COMPUTER NETWORKS - 4th EDITION by ANDREW S. TANENBAUM Solution
Manual
Solution Manual-Nonlinear Programming 2nd Edition by Dimitri P.
Bertsekas
Solution Manual for Introduction to Algorithms -2ND EDITION by Philip
Bille
Computer Organization and Design 3rd ed - Patterson, Hennesy Solution
Manual
The C Programming Language -2nd edition by Kernighan & Ritchie
Solution Manua
Computer Organization & Design:The Hardware/Software Interface 3rd Ed
Solution
C How to Program, 3RD Edition 2000 By Harvey M. Deitel - SOLUTION
MANUAL
Database Management Systems 3 Ed
Ramakrishnan,Gehrke,Derstad,Seliko,Zhu Solution
Logic & Computer Design Fundamentals:2ndEd- Morris Mano & Charles Kime
Solutions
Computer Organization by Hamacher,Vranesic and Zaky Solution Manual
New Perspectives on Computer Concepts-8th Edition Solution Manual
UNIX(r) Essentials Featuring the Solaris(tm) 9 Operating Environment
Solution Manual
Intermediate System Administration for the Solaris9 Operating
Environment-Guide
chemistry:
Physical Chemistry 7th edition - Peter Atkins and Julio de Paula
Solution Manual
mathematics:
Solution Manual-Applied Numerical Analysis 7th Ed by Gerald & Wheatle
Probability and Statistics for Engineers and Scientists Manual HAYLER
Probability & Statistical Inference - Hogg & Tanis Solution Manual
Anton Bivens Davis CALCULUS early transcendentals 7th edition
Calculus Single Variable Hughes-Hallett, Gleason, McCallum, et al
Thomas Calculus 10th ed by finney,weir,giordano - Solution Manual(1&2)
Probability and Statistics by Hayler Solution Manual
Calculus Third Editon By Strauss, Bradley and Smith
Linear Algebra by Otto Bretscher Solution Manual
Fourier and Laplace Transform - Antwoorden
Ecuaciones G. Zill].[7Ed].Solucionario.pdf
Solution Manual-Elementary Differential Equations 8th edition by Boyce
EIGENVALUES OF INHOMOGENEOUS STRUCTURES : Unusual Closed-Form
Solutions
Introduction to Linear Algebra--3rd Edition - by Gilbert Strang
solution manual
Solution Manual-Thomas Calculus Early Trascendentals 10th Ed
Solution Manual-Engineering Mathematics 4th ed. by John Bird
Solution Manual-Advanced Modern Engineering Mathematics 3rd Ed by Glyn
James
Thomas Calculus-11th edition by George B.Thomas Solution Manual
Calculus Multivariable McCallum, Hughes-Hallett, Gleason 4th Ed.
Introduction to Probability Solution Manual
MATERIAL SCIENCES/METALLERGY
Solutions Manual for: Materials Science and Engineering An
Introduction
Material and Engineering an integrated approach
Materials Science, Milton Ohring Solution Manual
ELECTRICAL/ELECTRONICS
Solution Manual-Linear Circuit Analysis 2nd Edition by R.A. DeCarlo
and P. Lin
Classical Electrodynamics - 2nd Ed. John David Jackson by Kasper van
Wijk New
Microwave Engineering 3E - David M Pozar - Solution Manual New
RF Circuit Design Theory and Application by Ludwig bretchko - Solution
Manual New
Solution Manual-Electrical Engineering: Principles and Applications
3rd ed New
Fundamentals of Engineering Electromagnetics--Cheng New
Engineering Electromagnetics by Hayt 2001 New
Fundamentals of Electric Circuits 2nd Edition by Alexander Sadiku New
Microelectronic Circuits By Adel Sedra 5th Edition New
Introduction to Electric Circuits 6th Edition by Dorf, Svaboda New
Control Systems Engineering By Nice New
Electric Circuits 7th edition - Nilsson Solution Manual New
Selected Answers-Basic Engineering Circuit Analysis-7th Ed. by J.
David Irwin New
u can email me at aedministration(at)yahoo(dot)com for further
details...
==============================================================================
TOPIC: Going backwards
http://groups.google.com/group/sci.stat.math/browse_thread/thread/adeb360d03e1ad83?hl=en
==============================================================================
== 1 of 1 ==
Date: Wed, Nov 14 2007 12:06 am
From: Francogrex
x=
E1 E2 E3
D1 0 0 1
D2 1 0 3
D3 0 2 0
y=
E1 E2 E3
D1 0 0 1.75
D2 1.75 0 1.3125
D3 0 3.5 0
Where x and y are linked by:
y =sum(x) * x / (rowSums(x)%o%colSums(x))
N=x[x[1:3,]>0]
R=y[y[1:3,]>0]
Now suppose I ONLY have N and R linked in this way below where each N
corresponds to an R
N R
1 1.7500
2 3.5000
1 1.7500
3 1.3125
Is there a way to generate matrix "x" and matrix "y" having only the N
and the R as above?
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