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Essentials of Mathematical Statistics notes

Brian Albright - ISBN: 9781449685348

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View all 23 notes for Essentials of Mathematical Statistics, written by Brian Albright. All Essentials of Mathematical Statistics notes, flashcards, summaries and study guides are written by your fellow students or tutors. Get yourself a Essentials of Mathematical Statistics summary or other study material that matches your study style perfectly, and studying will be a breeze.

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Introduction to Probability and Statistics: Chapter 4, Sections 7-8
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In depth, step by step solutions on confidence intervals for one variance, confidence intervals for differences and independent sampling.

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Introduction to Probability and Statistics: Test 1 Review
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Test 1 review. This review analyzes concepts such as independent events, mean and variance, probability mass functions, and moment generating functions. Full step by step solutions for the topics listed.

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Introduction to Probability and Statistics: Chapter 1, Sections 5-7
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In depth, step by step solutions for conditional probability, multiplication rule, Bayes theorem, and independent events. Very comprehensive steps, definitions, and numerous, well constructed problems and examples.

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Introduction to Probability and Statistics Final Review pt2
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Final exam review. In depth, step by step solving Goodness of Fit, Test of Independence, covariance, correlation. quantile-quantile (QQ) plot, and hypothesis testing for two means.

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Introduction to Probability and Statistics Final Review pt1
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Finals review part 1. In depth, step by step solutions for Bayes theorem, normal distributions, functions of continuous random variables, hypothesis testing for comparing two proportions, and moment generating functions (MGF)

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Introduction to Probability and Statistics: Chapter 6, Section 1
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In depth, step by step solutions for simple regression, covariance, correlation, covariance and correlation graphs. Also has review of Goodness of Fit hypothesis testing and functions of continuous random variables.

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Summary Essentials of Mathematical Statistics

This text combines the topics generally found in main-stream elementary statistics books with the essentials of the underlying theory. The book begins with an axiomatic treatment of probability followed by chapters on discrete and continuous random variables and their associated distributions. It then introduces basic statistical concepts including summarizing data and interval parameter estimation, stressing the connection between probability and statistics. Final chapters introduce hypothesis testing, regression, and non-parametric techniques. All chapters provide a balance between conceptual understanding and theoretical understanding of the topics at hand.