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[统计生统] Statistics Geek {各类link收集贴}

   
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jimmy322 2009-9-3 09:46:50 | 只看该作者
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端木大牛是stanford的phd吧?
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 楼主| duanmupeiyi 2009-9-3 15:09:17 | 只看该作者
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端木大牛是stanford的phd吧?
jimmy322 发表于 2009-9-2 17:46
. .и

I wish...
现在大四,正在准备申请 ^^
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 楼主| duanmupeiyi 2009-9-8 21:46:56 | 只看该作者
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一个漫画网站,有关数学,满有趣的
xkcd
A webcomic of romance, sarcasm, math, and language.
http://xkcd.com/

Random Number

.
Fuck Grapefruit
. 1point 3 acres
. 1point3acres
Correlation

. Χ
X Girls Y Cups


Useless


Matrix Transform. 1point 3 acres
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 楼主| duanmupeiyi 2009-9-8 22:11:53 | 只看该作者

Nerdy Stat Rap ^^

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本帖最后由 duanmupeiyi 于 2009-9-8 06:16 编辑

在FlowingData上闲逛,一篇blog介绍两首超级nerdy的说唱,由Johns Hopkins biostatistics department 创作(改编歌词),文中给出的链接都是MP3,可以直接下载的
Warning: Nerdy Waters Ahead – Baby Got Stats and Too Logit
http://flowingdata.com/2008/03/29/baby-got-stats-and-too-logit/

Baby Got Stats 与 Too Logit 相比较,我喜欢前者. From 1point 3acres bbs

第一首歌曲是在下文中提到的:
Freakonomics
(端木读过同名畅销书,满不错的,推荐
现在两名作者在NY Times有同名专栏)
http://freakonomics.blogs.nytimes.com/2008/03/26/baby-got-stats/

在Youtube有视频:
http://www.youtube.com/watch?v=zTPhZcxnBSE
-baidu 1point3acres
歌词:
http://www.dorryandsommer.com/baby_got_stats.html

Johns Hopkins biostatistics department 还有写诗:
http://www.biostat.jhsph.edu/courses/bio623/misc/poetry2008.htm

Have fun~
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modifiedname 2009-9-8 22:22:05 | 只看该作者
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这两篇实在太赞了~~~~~~~~~~~~~~~~~~
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Warald 2009-9-9 02:05:39 | 只看该作者
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一个漫画网站,有关数学,满有趣的
xkcd
A webcomic of romance, sarcasm, math, and language.
http://xkcd.com/

Random Number


Fuck Grapefruit
http:/ .... .и
duanmupeiyi 发表于 2009-9-8 21:46

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 楼主| duanmupeiyi 2009-9-13 07:21:28 | 只看该作者
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The World Wide Web Virtual Library: Statistics
This page is being brought to you by the folks at The University of Florida's Department of Statistics.
.google  и
http://www.stat.ufl.edu/vlib/statistics.html. Waral dи,

强悍的统计links合集 ^^
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Warald 2009-9-13 13:12:56 | 只看该作者
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The World Wide Web Virtual Library: Statistics
This page is being brought to you by the folks at The University of Florida's Department of Statistics.

http://www.stat.ufl.edu/vlib/statistics.html
...
duanmupeiyi 发表于 2009-9-13 07:21

. 1point3acres
这个so long啊
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 楼主| duanmupeiyi 2009-10-12 02:22:33 | 只看该作者
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本帖最后由 duanmupeiyi 于 2009-10-11 10:23 编辑

How to display data / Jenny V. Freeman, Stephen J. Walters, Michael J. Campbell.
Malden, Mass : BMJ Books, 2008.. 1point 3acres
[nice little book]. .и
-baidu 1point3acres
Page 15
In order to display data badly you need to:
* Display as little information as you can
* Obscure what information you do show with distracting additions (also known as chart junk)
* Use a poor scale or suppress the origin
* Use pseudo-three-dimensional charts
* Use colour or pattern gratuitously
* Use symbols or images of different sizes to represent the frequencies for different groups
. .и

References:
Wainer H. How to display data badly. The American Statistician 1984; 38: 137-47.

Additional reading:
The visual display of quantitative information / Edward R. Tufte
Cheshire, Conn. : Graphics Press, c2001. .и


[Ano informative article about bad disply by Nathan, FlowingData]

6 Easy Steps to Make Your Graph (Really) Ugly
Posted by Nathan / Jun 15, 2009. Waral dи,
http://flowingdata.com/2009/06/1 ... -graph-really-ugly/
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 楼主| duanmupeiyi 2009-10-12 02:24:34 | 只看该作者
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本帖最后由 duanmupeiyi 于 2009-10-11 10:25 编辑
.google  и
Breakthroughs in statistics / Samuel Kotz, Norman L. Johnson, editors-baidu 1point3acres
New York : Springer-Verlag, c1992-1997
Math Stacks      
QA276.A12 B74 1992  v.1--3.

"This is a two volume collection of seminal papers in the statistical sciences written during the past 100 years. These papers have each had an outstanding influence on the development of statistical theory and practice over the last century. Each paper is preceded by an introduction written by an authority in the field providing background information and assessing its influence. "
[Source: http://www.springer.com/statistics/book/978-0-387-94037-3]
..
Table of contents

Volume I: Foundations and Basic Theory

Cox, G.M. (1957) "Statistical Frontiers." Comments

Introduction by S. Geisser:
Fisher, R.A. (1922) On the Mathematical Foundations of Theoretical Statistics

Introduction by T W Anderson:. check 1point3acres for more.
Hotelling, H. (1931) The Generalization of Student's Ratio.

Introduction by E L Lehmann:
Neyman, J. and Pearson, E.S. (1933) On the Problem of the Most Efficient Tests of Statistical Hypotheses-baidu 1point3acres

Introduction by D A S Fraser:
Bartlett, M.S. (1937) Properties of Sufficiency and Statistical Tests. ----

Introduction by R E Barlow:
de Finetti, B. (1937) Foresight: It's Logical Laws, Its Subjective Sources.--

Introduction by M R Leadbetter:
Cramer, H. (1942) On Harmonic Analysis in Certain Functional Spaces

Introduction by R L Smith:
Gnedenko, B.V. (1943) On the Limiting Distribution of the Maximum Term in a Random Series

Introduction by P K Pathak:
Rao, C.R. (1945) Information and the Accuracy Attainable in the Estimation of Statistical Parameters

Introduction by B K Ghosh: ..
Wald, A. (1945) Sequential Tests of Statistical Hypotheses

Introduction by P K Sen:
Hoeffding, W. (1948) A Class of Statistics with Asymptotically Normal Distributions

Introduction by L Weiss:
.. Wald, A. (1949) Statistical Decision Functions

Introduction by D V Lindley:
Good, I.J. (1952) Rational Decisions

Introduction by I J Good:
Robbins, H.E. (1955) An Empirical Bayes Approach to Statistics ..

Introduction by H P Wynn:
Kiefer, J.C. (1959) Optimum Experimental Designs

Introduction by B Efron:
James, W., and Stein, C.M. (1961) Estimation with Quadratic Loss
. 1point 3 acres
Introduction by J F Bjornstad:
Birnbaum, A.W. (1962) On the Foundations of Statistical Inference.1point3acres
.1point3acres
Introduction by W H DuMouchel:
Edwards, W., Lindman, H., and Savage, L.J. (1963) Bayesian Statistical Inference for Psychological Research

Introduction by N Reid:
Fraser, D.A.S. (1966) Structural Probability and a Generalization
   . .и
Introduction by J de Leeuw:
Akaike, H. (1973) Information Theory and an Extension of the Maximum Likelihood Principle

[Source: Breakthroughs in statistics. Vol. 2.]

Volume II: Methodology and Distribution. ----

Introduction by G A Barnard:.--
Pearson, K. (1900) On the Criterion that a Given System of Deviations from the Probable in the Case of a Correlated System of Variables is Such that it Can be Reasonably Supposed to Have Arisen from Random Sampling
   
Introduction by E L Lehmann:
"Student" (1908) The Probable Error of a Mean-baidu 1point3acres
.
Introduction by S C Pearce:
Fisher, R.A. (1925) Statistical Methods for Research Workers

Introduction by T P Speed:
Fisher, R.A. (1926) The Arrangement of Field Experiments.

Introduction by M A Stephens:
Kolmogorov, A.N. (1933) On the Empirical Determination of a Distribution   -baidu 1point3acres

Introduction by T Dalenius:
Neyman, J. (1934) On the Two Different Aspects of the Representative Method: The Method of Stratified Sampling and the Method of Purposive Selection   
.google  и
Introduction by T W Anderson: ..
Hotelling, H. (1936)     Relations Between Two Sets of Variates.1point3acres

Introduction by G E Noether:
Wilcoxon, F. (1945) Individual Comparisons by Ranking Methods   
-baidu 1point3acres
Introduction by H A David:
Mosteller, F. (1946) On Some Useful "Inefficient" Statistics   

Introduction by M L King:
Durbin, J. and Watson, G.S. (1950) Testing for Serial Correlation in Least Squares Regression. I
Durbin, J. and Watson, G.S. (1951) Testing for Serial Correlation in Least Squares Regression. II   
. 1point3acres.com
Introduction by N R Draper:
Box, G.E.P. and  Wilson, K.B. (1951) On the Experimental Attainment of Optimum Conditions   

Introduction by N E Breslow:
Kaplan, E.L. and Meier, P. (1958) Nonparametric Estimation from Incomplete Observations   
. Χ
Introduction by P K Sen:. 1point 3 acres
Chernoff, H. (1959) Sequential Design of Experiments   

Introduction by E J Wegman:
Box, G.E.P. and Jenkins, G.M. (1962) Some Statistical Aspects of Adaptive Optimization and Control   

Introduction by L V Jones:
Tukey, J.W. (1962) The Future of Data Analysis   

Introduction by S E Fienberg:
Birch, M.W. (1963) Maximum Likelihood in Three-Way Contingency Tables

Introduction by F R Hampel:
Huber, P.J. (1964) Robust Estimation of a Location Parameter   

Introduction by R L Prentice:
Cox, D.R. (1972) Regression Models and Life-Tables   
   
Introduction by P McCullagh:
Nelder, J.A. and Wedderburn, R.W.M. (1972) Generalized Linear Models

Introduction by R J Beran:
Efron, B. (1979) Bootstrap Methods: Another Look at the Jackknife   

[Source: Breakthroughs in statistics. Vol. 2.]

Volume III
. 1point3acres
1. Introduction by R.E.Fancher:
Galton,F. (1889) Co-relations and their measurement, chiefly from anthropometric data;

2. Introduction by K. Dietz:
McKendrick, A.G.(1926) Applications of mathematics to medical problems;.google  и

3.Introduction by D.R. Cox:.
Yates, F.and Cochran, W.G.(1938) The analysis of groups of experiments;. From 1point 3acres bbs
.1point3acres
4. Introduction by P.K. Sen:
Rao, C.R.(1948) Large sample tests of statistical hypotheses concerning several parameters with application to problems of estimation;.

5. Introduction by M.H. Gail:
Cornfield, J.(1951) A method of estimating comparative rates from clinical data. Applications to cancer of the lung, breast and cervix;

6. Introduction by M. Calder and R.A. Davis:-baidu 1point3acres
Whittle, P.(1953) The analysis of multiple stationary time series;. 1point 3acres
. check 1point3acres for more.
7. Introduction by E. Ronchetti:
Daniels, H.E.(1954) Saddlepoint approximations in statistics;

8. Introduction by I.J. Good:
Cooley, J.W. and Turkey, J.W.(1965) An algorithm for the machine calculation of complex Fourier series;

9. Introduction by R.J. Beran:
Hajek, J.(1970) A characterization of limiting distributions of regular estimates;

10. Introduction by T.L. Lai:. .и
Hastings, W.K.(1970) Monte Carlo sampling methods using Markov chains and their applications;

11. Introduction by J.J. Deely:
Lindley, D.V.and Smith, A.F.M.(1972) Bayes estimates for the linear model;

12. Introduction by R.L. Smith:
Besag, J.(1974) Spatial interaction and the statistical analysis of lattice systems;. 1point 3 acres

13. Introduction by J.F. Pfanzagl:
Levit, B.Ya.(1974) On optimality of some statistical estimates;

14. Introduction by I.W. McKeague:
Aalen, O.(1978) Nonparametric estimation of partial transition probabilities in multiple decrement models;
.google  и
15. Introduction by G.G. Letac:
Morris, C.N.(1982) Natural exponential families with quadratic variance functions;

16. Introduction by T.H. DiCiccio:
Barndorff-Nielsen, O.E.(1983) On a formula for the distribution of the maximum likelihood estimator;
.--
17. Introduction by P.J. Huber:. ----
Geman, S. and Geman, D.(1984) Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images;

18. Introduction by D.G. Simpson:
Rousseeuw, P.J.(1984) Least median of squares regressions;.google  и
. Waral dи,
19. Introduction by P.J. Diggle:
Liang, K.Y.and Zeger, S.L.(1986) Longitudinal data analysis using generalized linear models;
. Waral dи,
20. Introduction by E. Mammen:
Hall, P.(1988) Theoretical comparison of bootstrap confidence intervals;. .и

21. Introduction by D.M. Timerington:. 1point 3acres
Gelfand, A.E.and Smith, A.F.M.(1990) Sampling-based approaches to calculating marginal densities.

[Source: http://www.springer.com/statisti ... 9-5?detailsPage=toc]
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