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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 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 4, Section 10 & Chapter 5, Sections 1-3
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Introduction to Probability and Statistics: Chapter 4, Sections 2-4
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In depth, step by step solutions for summarizing data problems and sampling distributions. Shows answers for multiple problems as histograms, tables, and box plots. Provides theorems and formulas with definitions for each variable and every step.

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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 4-5
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In depth, step by step solutions for probability mass functions, Poisson distribution, mean and variance. Provides comprehensive steps, solutions, formulas and theorems.

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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 3-5
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In depth, step by step solutions for basic probability counting problems, axioms of probability, the addition rule, conditional probability and multiplication rule. Provides numerous examples, theorems, definitions, and comprehensive analysis of examples and problems.

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Introduction to Probability and Statistics: Chapter 1, Sections 2-3
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In depth, step by step solutions for basic probability concepts, distribution tables, counting problems, fundamental counting principles, factorials, and binomial theorem.

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Newest Essentials of Mathematical Statistics summaries

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Introduction to Probability and Statistics: Chapter 4, Sections 2-4
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In depth, step by step solutions for summarizing data problems and sampling distributions. Shows answers for multiple problems as histograms, tables, and box plots. Provides theorems and formulas with definitions for each variable and every step.

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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: 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 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 4-5
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In depth, step by step solutions for probability mass functions, Poisson distribution, mean and variance. Provides comprehensive steps, solutions, formulas 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 1, Sections 3-5
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In depth, step by step solutions for basic probability counting problems, axioms of probability, the addition rule, conditional probability and multiplication rule. Provides numerous examples, theorems, definitions, and comprehensive analysis of examples and problems.

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Introduction to Probability and Statistics: Chapter 1, Sections 2-3
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In depth, step by step solutions for basic probability concepts, distribution tables, counting problems, fundamental counting principles, factorials, and binomial theorem.

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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.