Format: Paperback

Language: English

Format: PDF / Kindle / ePub

Size: 5.74 MB

Downloadable formats: PDF

Designed for R users, the book is also ideal for anyone wanting to better understand the algorithms used for statistical model fitting. The scatter plot matrix can be used when one wishes to see the pair-wise relationship among several variables. Causal Inference Graphical Causal Models Identifying Causal Effects Causal Inference from Experiments Estimating Causal Effects Discovering Causal Structure Appendices Data-Analysis Problem Sets Reminders from Linear Algebra Big O and Little o Notation Taylor Expansions Multivariate Distributions Algebra with Expectations and Variances Propagation of Error, and Standard Errors for Derived Quantities Optimization chi-squared and the Likelihood Ratio Test Proof of the Gauss-Markov Theorem Rudimentary Graph Theory Information Theory Hypothesis Testing Writing R Functions Random Variable Generation

Pages: 429

Publisher: Springer; 2nd ed. 2007 edition (November 22, 2014)

ISBN: 3642439578

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Download MATLAB Guide to Finite Elements: An Interactive Approach pdf

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