# Tagged Questions

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### Computational statistics book

Can anybody recommend me a good book on Computational Statistics? I am new to this subject so I am not sure how to be more specific.
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### Looking for a mathematical book on probability and statistics

The Short question: Where can I find a book for the theory of probability and statistics that teaches from scratch in a rigorous (very important condition) way? The book must not be elementary, but it ...
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### Recommendations for mathematical multivariate statistics with exercises

I need a graduate level, mathematically rigorous textbook on multivariate analysis and inference to enhance myself. I've been reading the Elements of Statistical Learning and doing the problems ...
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### How are the standard errors computed for the fitted values from a logistic regression?

When you predict a fitted value from a logistic regression model, how are standard errors computed? I mean for the fitted values, not for the coefficients (which involves Fishers information matrix). ...
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### Book recommendations for beginners about probability distributions

I'm studying machine learning and every book I open I bump into chi-squared distribution, gamma-function, t-distribution, Gaussian, etc. Every book I have opened so far only defines what the ...
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### The distribution of the scalar product of multivariate complex normal vectors

Assume two independent random complex vectors (with real and imaginary parts):  \vec{\dot{Z}}=(\dot{z}_1,\dot{z}_2,\ldots,\dot{z}_n)~~~~~~~~~~ \begin{cases} \Re(\dot{z}_i)&=x_i \\ ...
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### Good reference on analysis of dependent samples

Is there a good reference (book if exists) about mathematical statistics of dependent random variables? Something along the lines of Casella and Berger's textbook, but for dependent samples. I'm not ...
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### Learning probability and statistics together

I posted a question earlier where I mentioned that I am interested in learning Machine Learning but that my background in statistics and probability is pretty weak. Recently I previewed pages of 2 ...
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### What is an alternative to the book “Probability and Statistics” and covers the same material?

Can someone recommend a textbook(s) that covers the same topics as Probability and Statistics by by Michael J. Evans and Jeffrey S. Rosenthal? I find this particular textbook to be very poorly ...
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### Mathematical reference for the convergence in distribution of the Gibbs sampler

This question is in some sense the intersection of this question and this question. I have read up on the Gibbs sampler, and am now asking for an introduction to the Gibbs sampler for mathematicians. ...