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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


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

. Waral dи,
Correlation

-baidu 1point3acres
X Girls Y Cups


Useless


Matrix Transform
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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/. 1point3acres
.1point3acres
Baby Got StatsToo Logit 相比较,我喜欢前者

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. check 1point3acres for more.

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. Waral dи,
xkcd
A webcomic of romance, sarcasm, math, and language.
http://xkcd.com/

Random Number
. check 1point3acres for more.

Fuck Grapefruit. From 1point 3acres bbs
http:/ ...
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.
.--
http://www.stat.ufl.edu/vlib/statistics.html
. Χ
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


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.
[nice little book]
.google  и
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

. 1point 3 acres
References:
Wainer H. How to display data badly. The American Statistician 1984; 38: 137-47.

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


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

6 Easy Steps to Make Your Graph (Really) Ugly
Posted by Nathan / Jun 15, 2009
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

Breakthroughs in statistics / Samuel Kotz, Norman L. Johnson, editors
. Waral dи,New York : Springer-Verlag, c1992-1997. 1point 3 acres
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. .и

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:
Hotelling, H. (1931) The Generalization of Student's Ratio-baidu 1point3acres

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

Introduction by D A S Fraser:. 1point 3 acres
Bartlett, M.S. (1937) Properties of Sufficiency and Statistical Tests
. Waral dи,
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:. Χ
Wald, A. (1945) Sequential Tests of Statistical Hypotheses

. ----Introduction by P K Sen:
Hoeffding, W. (1948) A Class of Statistics with Asymptotically Normal Distributions
. 1point 3acres
Introduction by L Weiss:.google  и
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. Waral dи,

Introduction by B Efron:
James, W., and Stein, C.M. (1961) Estimation with Quadratic Loss

Introduction by J F Bjornstad:
Birnbaum, A.W. (1962) On the Foundations of Statistical Inference
. 1point3acres
Introduction by W H DuMouchel:. check 1point3acres for more.
Edwards, W., Lindman, H., and Savage, L.J. (1963) Bayesian Statistical Inference for Psychological Research
. check 1point3acres for more.
Introduction by N Reid:. .и
Fraser, D.A.S. (1966) Structural Probability and a Generalization
   . 1point 3 acres
Introduction by J de Leeuw:.1point3acres
Akaike, H. (1973) Information Theory and an Extension of the Maximum Likelihood Principle

[Source: Breakthroughs in statistics. Vol. 2.]. check 1point3acres for more.

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
   .1point3acres
Introduction by E L Lehmann:
"Student" (1908) The Probable Error of a Mean

Introduction by S C Pearce:
Fisher, R.A. (1925) Statistical Methods for Research Workers.google  и

Introduction by T P Speed:
Fisher, R.A. (1926) The Arrangement of Field Experiments.1point3acres

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

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   

Introduction by T W Anderson:
Hotelling, H. (1936)     Relations Between Two Sets of Variates.google  и
.
Introduction by G E Noether:
Wilcoxon, F. (1945) Individual Comparisons by Ranking Methods   . 1point3acres.com

Introduction by H A David:
Mosteller, F. (1946) On Some Useful "Inefficient" Statistics   

Introduction by M L King:. check 1point3acres for more.
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   

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   

Introduction by P K Sen:
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   
. Waral dи,
Introduction by L V Jones:.1point3acres
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
. check 1point3acres for more.
Introduction by R J Beran:
Efron, B. (1979) Bootstrap Methods: Another Look at the Jackknife   

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

Volume III

1. Introduction by R.E.Fancher:
Galton,F. (1889) Co-relations and their measurement, chiefly from anthropometric data;
. 1point 3acres
2. Introduction by K. Dietz:
McKendrick, A.G.(1926) Applications of mathematics to medical problems;

3.Introduction by D.R. Cox:
Yates, F.and Cochran, W.G.(1938) The analysis of groups of experiments;

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;. 1point3acres

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;.google  и
. From 1point 3acres bbs
6. Introduction by M. Calder and R.A. Davis:
Whittle, P.(1953) The analysis of multiple stationary time series;

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:
Hastings, W.K.(1970) Monte Carlo sampling methods using Markov chains and their applications;. Χ

11. Introduction by J.J. Deely:. 1point3acres.com
Lindley, D.V.and Smith, A.F.M.(1972) Bayes estimates for the linear model;. Χ

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

13. Introduction by J.F. Pfanzagl:
Levit, B.Ya.(1974) On optimality of some statistical estimates;
. 1point 3 acres
14. Introduction by I.W. McKeague:
Aalen, O.(1978) Nonparametric estimation of partial transition probabilities in multiple decrement models;

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;.

19. Introduction by P.J. Diggle:.--
Liang, K.Y.and Zeger, S.L.(1986) Longitudinal data analysis using generalized linear models;

20. Introduction by E. Mammen:
Hall, P.(1988) Theoretical comparison of bootstrap confidence intervals;
. check 1point3acres for more.
21. Introduction by D.M. Timerington:. 1point3acres.com
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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