Search Results - "Statistics"

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    Probability and Statistics A Course for Physicists and Engineers by Mathai, Arak M.

    Published 2017
    Subjects: “…Probability & statistics bicssc…”
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    Statistical Population Genomics

    Published 2020
    Table of Contents: “…A Population Genomics Lexicon -- Processing and Analyzing Multiple Genomes Alignments with MafFilter -- Data Management and Summary Statistics with PLINK -- Exploring Population Structure with Admixture Models and Principal Components Analysis -- Detecting Positive Selection in Populations using Genetic Data -- polyDFE: Inferring the Distribution of Fitness Effects and Properties of Beneficial Mutations from Polymorphism Data -- MSMC and MSMC2: The Multiple Sequentially Markovian Coalescent.…”
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    OpenIntro Statistics by Diez, David M., Barr, Christopher D., Cetinkaya-Rundel, Mine

    Published 2019
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    Principles of Business Statistics

    Published 2013
    Table of Contents: “…1 Sampling and Data -- 1.1 Sampling and Data: Introduction -- 1.2 Sampling and Data: Statistics -- 1.3 Sampling and Data: Key Terms -- 1.4 Sampling and Data: Data -- 1.5 Sampling and Data: Variation and Critical Evaluation -- 1.6 Sampling and Data: Frequency, Relative Frequency, and Cumulative Frequency -- 2 Descriptive Statistics -- 2.1 Descriptive Statistics: Introduction -- 2.2 Descriptive Statistics: Displaying Data -- 2.3 Descriptive Statistics: Histogram -- 2.4 Descriptive Statistics: Measuring the Center of the Data -- 2.5 Descriptive Statistics: Skewness and the Mean, Median, and Mode -- 2.6 Descriptive Statistics: Measuring the Spread of the Data -- 3 The Normal Distribution -- 3.1 Normal Distribution: Introduction -- 3.2 Normal Distribution: Standard Normal Distribution -- 3.3 Normal Distribution: Z-scores -- 3.4 Normal Distribution: Areas to the Left and Right of x -- 3.5 Normal Distribution: Calculations of Probabilities -- 3.6 Central Limit Theorem: Central Limit Theorem for Sample Means -- 3.7 Central Limit Theorem: Using the Central Limit Theorem -- 4 Confidence Interval -- 4.1 Confidence Intervals: Introduction -- 4.2 Confidence Intervals: Confidence Interval, Single Population Mean, Population Standard Deviation Known, Normal -- 4.3 Confidence Intervals: Confidence Interval, Single Population Mean, Standard Deviation Unknown, Student's-t -- 4.4 Confidence Intervals: Confidence Interval for a Population Proportion -- 5 Hypothesis Testing -- 5.1 Hypothesis Testing of Single Mean and Single Proportion: Introduction -- 5.2 Hypothesis Testing of Single Mean and Single Proportion: Null and Alternate Hypotheses -- 5.3 Hypothesis Testing of Single Mean and Single Proportion: Using the Sample to Test the Null Hypothesis -- 5.4 Hypothesis Testing of Single Mean and Single Proportion: Decision and Conclusion -- 6 Linear Regression and Correlation -- 6.1 Linear Regression and Correlation: Introduction -- 6.2 Linear Regression and Correlation: Linear Equations -- 6.3 Linear Regression and Correlation: Slope and Y-Intercept of a Linear Equation -- 6.4 Linear Regression and Correlation: Scatter Plots -- 6.5 Linear Regression and Correlation: The Regression Equation -- 6.6 Linear Regression and Correlation: Correlation Coefficient and Coefficient of Determination -- 6.7 Linear Regression and Correlation: Testing the Significance of the Correlation Coefficient -- 6.8 Linear Regression and Correlation: Prediction…”
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    Introductory Business Statistics by Tiemann, Thomas K.

    Published 2010
    Table of Contents: “…1. Descriptive statistics and frequency distributions -- Descriptive statistics -- 2. …”
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    Statistical Inference For Everyone by Blais, Brian

    Published 2017
    Table of Contents: “…1 Introduction to Probability -- 2 Applications of Probability -- 3 Random Sequences and Visualization -- 4 Introduction to Model Comparison -- 5 Applications of Model Comparison -- 6 Introduction to Parameter Estimation -- 7 Priors, Likelihoods, and Posteriors -- 8 Common Statistical Significance Tests -- 9 Applications of Parameter Estimation and Inference -- 10 Multi-parameter Models -- 11 Introduction to MCMC -- 12 Concluding Thoughts -- BibliographyAppendix A: Computational AnalysisAppendix B: Notation and StandardsAppendix C: Common Distributions and Their PropertiesAppendix D: Tables…”
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    Introductory Business Statistics by Holmes, Lex, Illowsky, Barbara, Dean, Susan

    Published 2017
    Table of Contents: “…Preface -- 1 Sampling and Data -- 2 Descriptive Statistics -- 3 Probability Topics -- 4 Discrete Random Variables -- 5 Continuous Random Variables -- 6 The Normal Distribution -- 7 The Central Limit Theorem -- 8 Confidence Intervals -- 9 Hypothesis Testing with One Sample -- 10 Hypothesis Testing with Two Samples -- 11 The Chi-Square Distribution -- 12 F Distribution and One-Way ANOVA -- 13 Linear Regression and Correlation -- Statistical TablesMathematical Phrases, Symbols, and Formulas…”
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    Learning Statistics with R A tutorial for psychology students and other beginners by Navarro, Danielle

    Published 2018
    Table of Contents: “…Background -- Chapter 1: Why do we learn statistics? -- Chatper 2: A brief introduction to research design -- II. …”
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    Introduction to Statistical Thinking by Yakir, Benjamin

    Published 2010
    Table of Contents: “…I Introduction to Statistics -- 1 Introduction -- 2 Sampling and Data Structures -- 3 Descriptive Statistics -- 4 Probability -- 5 Random Variables -- 6 The Normal Random Variable -- 7 The Sampling Distribution -- 8 Overview and Integration -- II Statistical Inference -- 9 Introduction to Statistical Inference -- 10 Point Estimation -- 11 Confidence Intervals -- 12 Testing Hypothesis -- 13 Comparing Two Samples -- 14 Linear Regression -- 15 A Bernoulli Response -- 16 Case Studies…”
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    Intermediate Statistics with R by Greenwood, Mark C.

    Published 2021
    Table of Contents: “…1 Preface -- 2 (R)e-Introduction to statistics -- 3 One-Way ANOVA -- 4 Two-Way ANOVA -- 5 Chi-square tests -- 6 Correlation and Simple Linear Regression -- 7 Simple linear regression inference -- 8 Multiple linear regression -- 9 Case studies…”
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    Mostly Harmless Statistics by Webb, Rachel L.

    Published 2021
    Table of Contents: “…Chapter 1 Introduction to Data -- Chapter 2 Organizing Data -- Chapter 3 Descriptive Statistics -- Chapter 4 Probability -- Chapter 5 Discrete Probability Distributions -- Chapter 6 Continuous Probability Distributions -- Chapter 7 Confidence Intervals for One Population -- Chapter 8 Hypothesis Tests for One Population -- Chapter 9 Hypothesis Tests & Confidence Intervals for Two Populations -- Chapter 10 Chi-Square Tests -- Chapter 11 Analysis of Variance -- Chapter 12 Correlation and Regression -- Chapter 12 Formulas -- Chapter 12 Exercises -- Chapter 13 Nonparametric Tests…”
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    Statistics for Research Students by Fein, Erich C, Gilmour, John, Machin, Tayna, Hendry, Liam

    Published 2022
    Table of Contents: “…Chapter Two - Test Statistics, p Values, Confidence Intervals and Effect Sizes -- III. …”
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