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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 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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Introduction to Probability and Statistics: Chapter 5, Sections 7-8
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In depth, step by step solutions for hypothesis testing for comparing two variances, Goodness of Fit, chi-square, and Test of Independence.

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Introduction to Probability and Statistics: Chapter 5, Sections 4-5
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In depth, step by step solutions for hypothesis testing when comparing two variances and hypothesis testing when comparing two means.

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Introduction to Probability and Statistics: Test 2 Review
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Test 2 review sheet. Concepts reviewed are functions of continuous random variables, joint distribution, confidence intervals for proportions, pdf and cdf.

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Introduction to Probability and Statistics: Chapter 4, Sections 4-6
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In depth, step by step solutions for confidence intervals for a proportion and confidence interval for population mean. Introduces key theorems and analysis of necessary formulas.

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Introduction to Probability and Statistics: Chapter 4, Sections 1-2
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Lists and defines basic statistic terminology, such as types of studies, sampling methodologies, types of measurements, random and simple random sampling. Step by step solutions for summarizing data problems, portraying answers in charts and histograms.

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Introduction to Probability and Statistics: Chapter 3, Sections 1-2
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In depth, step by step solutions for continuous random variables. Introduces basic concepts and definitions for continuous random variable distributions. Includes numerous tables and definitions for comprehensive solutions and analysis.

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Introduction to Probability and Statistics: Chapter 2, Sections 5-7
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In depth, step by step solutions for functions of random variables, functions of discrete random variables and moment generating functions. Provides comprehensive analysis with complete solutions and theorems.

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Introduction to Probability and Statistics: Chapter 2, Sections 2-4
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In depth, step by step solutions for probability mass functions, hypergeometric distributions, binomial distributions, Bernoulli definition, Poisson distribution and unusual event principle. Provides numerous problems with full solution, formulas and definitions.

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Introduction to Probability and Statistics: Chapter 5, Sections 7-8
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In depth, step by step solutions for hypothesis testing for comparing two variances, Goodness of Fit, chi-square, and Test of Independence.

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Introduction to Probability and Statistics: Chapter 5, Sections 4-5
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In depth, step by step solutions for hypothesis testing when comparing two variances and hypothesis testing when comparing two means.

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Introduction to Probability and Statistics: Chapter 4, Section 10 & Chapter 5, Sections 1-3
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In depth, step by step solutions for quantile-quantile (QQ) plots, hypothesis testing, and hypothesis testing about means.

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Introduction to Probability and Statistics: Test 2 Review
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Test 2 review sheet. Concepts reviewed are functions of continuous random variables, joint distribution, confidence intervals for proportions, pdf and cdf.

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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: Chapter 4, Sections 4-6
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In depth, step by step solutions for confidence intervals for a proportion and confidence interval for population mean. Introduces key theorems and analysis of necessary formulas.

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Introduction to Probability and Statistics: Chapter 3, Sections 2-3
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In depth, step by step solutions for continuous random variables, uniform distributions, exponential distributions, and normal distributions. Comprehensive solutions and analysis with charts and definitions.

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Introduction to Probability and Statistics: Chapter 2, Sections 1-2
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In depth, step by step solutions for discrete random variable and probability mass function. Provides numerous problems with comprehensive analysis, solutions, formulas, definitions and visual representation.

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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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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.