Statistics at Square Two : Understanding Modern Statistical Applications in Medicine. by Campbell, Michael J.

Table of Contents: “…Statistics at Square Two: Understanding modern statistical applications in medicine; Contents; Preface; Chapter 1: Models, tests and data; Chapter 2: Multiple linear regression; Chapter 3: Logistic regression; Chapter 4: Survival analysis; Chapter 5: Random effects models; Chapter 6: Other models; Appendix 1: Exponentials and logarithms; Appendix 2: Maximum likelihood and significance tests; Appendix 3: Bootstrapping and variance robust standard errors; Appendix 4: Bayesian methods; Answers to exercises; Glossary; Index.…”
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Regression Analysis : Theory, Methods, and Applications by Sen, Ashish

Table of Contents: “…Random Variables -- B.1.2 Correlated Random Variables -- B.1.3 Sample Statistics -- B.1.4 Linear Combinations of Random Variables -- B.2 Random Vectors -- B.3 The Multivariate Normal Distribution -- B.4 The Chi-Square Distributions -- B.5 The F and t Distributions -- B.6 Jacobian of Transformations -- B.7 Multiple Correlation -- Problems -- C Nonlinear Least Squares -- C.1 Gauss-Newton Type Algorithms -- C.1.1 The Gauss-Newton Procedure -- C.1.2 Step Halving -- C.1.3 Starting Values and Derivatives -- C.1.4 Marquardt Procedure -- C.2 Some Other Algorithms -- C.2.1 Steepest Descent Method -- C.2.2 Quasi-Newton Algorithms -- C.2.3 The Simplex Method -- C.2.4 Weighting -- C.3 Pitfalls -- C.4 Bias, Confidence Regions and Measures of Fit -- C.5 Examples -- Problems -- Tables -- References -- Author Index.…”
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Principles of applied statistics / by Cox, D. R. (David Roxbee), Donnelly, Christl A.

Table of Contents: “…8.4.4 Simulation-based procedures8.4.5 Tests of model adequacy; 8.4.6 Tests of model simplification; 8.5 Large numbers of significance tests; 8.5.1 Generalities; 8.5.2 Formulation; 8.5.3 Multi-stage formulation; 8.5.4 Bonferroni correction; 8.5.5 False discovery rate; 8.5.6 Empirical Bayes formulation; 8.6 Estimates and standard errors; 8.6.1 A final assessment; Notes; 9 Interpretation; 9.1 Introduction; 9.2 Statistical causality; 9.2.1 Preliminaries; 9.2.2 Causality and randomized experiments; 9.2.3 Observational parallel; 9.2.4 Qualitative guidelines; 9.2.5 A further notion.…”
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Essentials of Monte Carlo Simulation : Statistical Methods for Building Simulation Models. by Thomopoulos, Nick T.

Table of Contents: “…Chapter 3: Generating Random VariatesIntroduction; Inverse Transform Method; Continuous Variables; Discrete Variables; Accept-Reject Method; Truncated Variables; Order Statistics; Sorted Values; Minimum Value; Maximum Value; Composition; Summation; Triangular Distribution; Empirical Ungrouped Data; Empirical Grouped Data; Summary; Chapter 4: Generating Continuous Random Variates; Introduction; Continuous Uniform; Exponential; Standard Exponential; Erlang; Gamma; When k1; When k1; Beta; Standard Beta; Weibull; Normal Distribution; Hastings Approximation of F(z) from z.…”
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Statistical Methodologies with Medical Applications. by Poduri, S. R. S. Rao

Table of Contents: “…Title Page; Table of Contents; Topics for illustrations, examples and exercises; Preface; List of abbreviations; 1 Statistical measures; 1.1 Introduction; 1.2 Mean, mode and median; 1.3 Variance and standard deviation; 1.4 Quartiles, deciles and percentiles; 1.5 Skewness and kurtosis; 1.6 Frequency distributions; 1.7 Covariance and correlation; 1.8 Joint frequency distribution; 1.9 Linear transformation of the observations; 1.10 Linear combinations of two sets of observations; Exercises; 2 Probability, random variable, expected value and variance; 2.1 Introduction.…”
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Statistics and Parameters: Explanation.

“…Statistics, Chapter 3: Introduction to Sampling…”
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Making statistics matter.

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Statistics and Parameters: Example.

“…Statistics, Chapter 3: Introduction to Sampling…”
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How to Lie With Statistics

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Explaining Psychological Statistics. by Cohen, Barry H.

Table of Contents: “…Intro -- Title Page -- Copyright -- Dedication -- Preface to the Fourth Edition -- The ABC Format -- The Organization of the Chapters -- A Note About the Use of Calculators -- Appendixes -- Resources for Instructors -- Resources for Students -- My Own Statistics Web Pages -- Acknowledgments -- Part One: Descriptive Statistics -- Chapter 1: Introduction to Psychological Statistics -- A. …”
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Leadership and Women in Statistics. by Golbeck, Amanda L.

Table of Contents: “…Scott; Part 2 Fresh Opportunities and New Challenges for the Statistics Discipline; Chapter 5 Robust Leadership in Statistics.…”
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INTERNATIONAL DEBT STATISTICS.

Table of Contents: “…Syrian Arab RepublicTajikistan; Tanzania; Thailand; Togo; Tonga; Tunisia; Turkey; Turkmenistan; Uganda; Ukraine; Uzbekistan; Vanuatu; Vietnam; Yemen, Republic of; Zambia; Zimbabwe; APPENDIX: About the Data; Data Sources and Methodology; Data Sources; Methodology; External Debt and Its Components; Sources of the Macroeconomic Indicators; Country Groups; Glossary; Debt Reporting System (DRS); A; B; C; D; E; F; G; H; I; L; M; N; O; P; R; S; T; U; Quarterly Debt Statistics…”
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Vital Statistics on the Presidency. by Ragsdale, Lyn K.

Table of Contents: “…VITAL STATISTICS ON THE PRESIDENCY-FRONT COVER -- VITAL STATISTICS ON THE PRESIDENCY -- CONTENTS -- TABLES AND FIGURES -- PREFACE -- INTRODUCTION -- CHAPTER 1: PRESIDENTS OF THE UNITED STATES -- CHAPTER 2: PRESIDENTIAL SELECTION -- CHAPTER 3: PRESIDENTIAL ELECTIONS -- CHAPTER 4: PUBLIC APPEARANCES -- CHAPTER 5: PUBLIC OPINIONS -- CHAPTER 6: PRESIDENTIAL ORGANIZATION AND THE EXECUTIVE BRANCH -- CHAPTER 7: PRESIDENTS IN WAR AND DIPLOMACY -- CHAPTER 8: PRESIDENTIAL POLICYMAKING -- CHAPTER 9: CONGRESSIONAL RELATIONS -- CHAPTER 10: THE PRESIDENCY AND THE JUDICIARY…”
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Statistics in Environmental Sciences by David, Valerie

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Statistics for Data Science. by Miller, James D.

Table of Contents: “…Common data issues -- Contextual data issues -- Cleaning techniques -- R and common data issues -- Outliers -- Step 1 -- Profiling the data -- Step 2 -- Addressing the outliers -- Domain expertise -- Validity checking -- Enhancing data -- Harmonization -- Standardization -- Transformations -- Deductive correction -- Deterministic imputation -- Summary -- Chapter 4: Data Mining and the Database Developer -- Data mining -- Common techniques -- Visualization -- Cluster analysis -- Correlation analysis -- Discriminant analysis -- Factor analysis -- Regression analysis -- Logistic analysis -- Purpose -- Mining versus querying -- Choosing R for data mining -- Visualizations -- Current smokers -- Missing values -- A cluster analysis -- Dimensional reduction -- Calculating statistical significance -- Frequent patterning -- Frequent item-setting -- Sequence mining -- Summary -- Chapter 5: Statistical Analysis for the Database Developer -- Data analysis -- Looking closer -- Statistical analysis -- Summarization -- Comparing groups -- Samples -- Group comparison conclusions -- Summarization modeling -- Establishing the nature of data -- Successful statistical analysis -- R and statistical analysis -- Summary -- Chapter 6: Database Progression to Database Regression -- Introducing statistical regression -- Techniques and approaches for regression -- Choosing your technique -- Does it fit? …”
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Introduction to Bayesian Statistics. by Bolstad, William M.

Table of Contents: “…INTRODUCTION TO BAYESIAN STATISTICS; Contents; Preface; Changes in the Third Edition; Our Perspective on Bayesian Statistics; Acknowledgments; 1 Introduction to Statistical Science; 1.1 The Scientific Method: A Process for Learning; 1.2 The Role of Statistics in the Scientific Method; 1.3 Main Approaches to Statistics; Frequentist Approach to Statistics; Bayesian Approach to Statistics; Monte Carlo Studies; 1.4 Purpose and Organization of This Text; 2 Scientific Data Gathering; 2.1 Sampling from a Real Population; Simple Random Sampling (without Replacement); Stratified Random Sampling.…”
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Statistics essentials for dummies. by Rumsey, Deborah J.

Table of Contents: “…Intro; Title Page; Copyright Page; Table of Contents; Introduction; About This Book; Conventions Used in This Book; Foolish Assumptions; Icons Used in This Book; Where to Go from Here; Chapter 1 Statistics in a Nutshell; Designing Studies; Surveys; Experiments; Collecting Data; Selecting a good sample; Avoiding bias in your data; Describing Data; Descriptive statistics; Charts and graphs; Analyzing Data; Making Conclusions; Chapter 2 Descriptive Statistics; Types of Data; Counts and Percents; Measures of Center; Measures of Variability; Percentiles; Finding a percentile…”
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Bayesian Statistics and Marketing. by Rossi, Peter E. (Peter Eric), 1955-

Table of Contents: “…Bayesian Statistics and Marketing; Contents; 1 Introduction; 1.1 A Basic Paradigm for Marketing Problems; 1.2 A Simple Example; 1.3 Benefits and Costs of the Bayesian Approach; 1.4 An Overview of Methodological Material and Case Studies; 1.5 Computing and This Book; Acknowledgements; 2 Bayesian Essentials; 2.0 Essential Concepts from Distribution Theory; 2.1 The Goal of Inference and Bayes' Theorem; 2.2 Conditioning and the Likelihood Principle; 2.3 Prediction and Bayes; 2.4 Summarizing the Posterior; 2.5 Decision Theory, Risk, and the Sampling Properties of Bayes Estimators.…”
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An introduction to probability and statistics. by Rohatgi, V. K., 1939-

Table of Contents: “…Probability -- Random variables and their probability distributions -- Moments and generating functions -- Multiple random variables -- Some special distributions -- Limit theorems -- Sample moments and their distributions -- Parametric point estimation -- Neyman-Pearson theory of testing of hypotheses -- Some further results of hypothesis testing -- Confidence estimation -- General linear hypothesis -- Nonparametric statistical inference.…”
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Statistics for Machine Learning. by Dangeti, Pratap

Table of Contents: “…Cover; Copyright; Credits; About the Author; About the Reviewer; www.PacktPub.com; Customer Feedback; Table of Contents; Preface; Chapter 1: Journey from Statistics to Machine Learning; Statistical terminology for model building and validation; Machine learning; Major differences between statistical modeling and machine learning; Steps in machine learning model development and deployment; Statistical fundamentals and terminology for model building and validation; Bias versus variance trade-off; Train and test data; Machine learning terminology for model building and validation.…”
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Numerical Methods of Statistics. by Monahan, John F.

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Statistics for Social Sciences. by Rajaretnam, T.

Table of Contents: “…Cover -- Contents -- List of Tables -- List of Figures -- List of Abbreviations -- Preface -- CHAPTER 1 Introduction to Statistics -- CHAPTER 2 Sampling Methods -- CHAPTER 3 Tabular Analysis of Data -- CHAPTER 4 Graphical Presentation of Data -- CHAPTER 5 Measures of Central Tendency and Dispersion -- CHAPTER 6 Theoretical Distributions -- CHAPTER 7 Testing of Hypothesis -- CHAPTER 8 Measures of Correlation -- CHAPTER 9 Analysis of Variance and Correlation Ratio -- CHAPTER 10 Non-parametric Tests -- CHAPTER 11 Regression Analysis -- CHAPTER 12 Logistic Regression Analysis -- CHAPTER 13 Multiple Classification Analysis -- CHAPTER 14 Factor Analysis -- CHAPTER 15 Inequality Measures -- Appendices -- Bibliography -- Index.…”
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Transportation Statistics and Microsimulation. by Spiegelman, Clifford

Subjects: “…Transportation engineering Statistical methods.…”
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Statistics in Plain English. by Urdan, Timothy C.

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Statistics in Regulatory Science by Chow, Shein-Chung

Subjects: “…Drug development Statistical methods.…”
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AHA hospital statistics.

Table of Contents: “…Census divisions and States -- Table 8: community hospitals by metropolitan area: utilization, personnel, and finances -- Statistics for multihospital health care systems -- Glossary -- 2020 AHA annual survey of hospitals.…”

The Cambridge Dictionary of Statistics / by Everitt, Brian

Subjects: “…Mathematical statistics Dictionaries.…”
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Introductory statistics and analytics : a resampling perspective / by Bruce, Peter C., 1953-

Table of Contents: “…; Appendix: Historical Note; 1.13 EXERCISES; Chapter 2: Statistical Inference; 2.1 Repeating the Experiment; 2.2 How Many Reshuffles?…”
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Mistakes in Quality Statistics and How to Fix Them. by Benbow, Donald W.

Subjects: “…Statistics.…”
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Vender A Través de Tu Corazón Empoderándote Para Construir Relaciones Hacia la Libertad Financiera. by Reeves, Shirlene

Subjects: “…Statistics.…”
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Stochastic Musings : Perspectives from the Pioneers of the Late 20th Century. by Panaretos, John

Table of Contents: “…BOOK COVER; TITLE; COPYRIGHT; CONTENTS; LIST OF CONTRIBUTORS; PREFACE; 1 SAMPLE ORDERING FOR EFFECTIVE STATISTICAL INFERENCE, WITH PARTICULAR REFERENCE TO ENVIRONMENTAL ISSUES; 2 A UNIFIED STATISTICAL APPROACH TO SOME MEASUREMENT PROBLEMS IN THE SOCIAL SCIENCES; 3 SOME REMARKS ON STATISTICAL ASPECTS OF ECONOMETRICS; 4 THE STATISTICAL CENTURY; 5 FROM ASSOCIATION TO CAUSATION: SOME REMARKS ON THE HISTORY OF STATISTICS; 6 SCANNING A LATTICE FOR A PARTICULAR PATTERN; 7 MIXTURES EVERYWHERE; 8 NEW PARADIGMS (MODELS) FOR PROBABILITY SAMPLING.…”
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Progress in applied statistics research /

Table of Contents: “….; Theorem 2.1 (asymptotic distribution of the symmetric difference statistic).; Remark 2.2.; Proof.; References; MEASURING THE SURFACE ROUGHNESS USINGTHE SPATIAL STATISTICS APPLICATION; Abstract; 1. …”
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Statistik : einführung in die computergestützte Datenanalyse. by Zwerenz, Karlheinz

Subjects: “…Statistics.…”
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A First Course in Multivariate Statistics / by Flury, Bernard

Table of Contents: “…Why Multivariate Statistics?- Joint Distribution of Several Random Variables -- The Multivariate Normal Distribution -- Parameter Estimation -- Discrimination and Classification, Round 1 -- Statistical Inference for Means -- Discrimination and Classification, Round 2 -- Linear Principal Component Analysis -- Normal Mixtures.…”
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Inleiding in de statistiek by Bijma, Fetsje, 1977-, Jonker, Marianne, Vaart, A. W. van der

Subjects: “…Statistics.…”
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Development of Modern Statistics and Related Topics : In Celebration of Prof Yaoting Zhang's 70th Birthday. by Zhang, Heping

Table of Contents: “…Preface ; An Interview with Professor Yaoting Zhang ; Growing Up ; Professor Paolu Hsu and Statistics ; During the 'Culture Revolution' ; After 'Culture Revolution' ; I am Proud of My Students ; Significance Level in Interval Mapping ; 1. …”
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Aufgabensammlung zur Statistik. by Schwarze, Jochen

Subjects: “…Statistics.…”
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A panorama of statistics : perspectives, puzzles and paradoxes in statistics / by Sowey, Eric

Table of Contents: “…Part I Introduction -- Why is statistics such a fascinating subject? -- How statistics differs from mathematics -- Statistical literacy- essential in the 21st century -- Statistical inquiry on the web -- Part II Statistical description -- Trustworthy statistics are accurate, meaningful and relevant -- Let's hear it for the standard deviation! …”
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The Little Data Book 2010. by Bank, The World

Subjects: “…Statistics.…”
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Handbook of spatial statistics /

Subjects: “…Spatial analysis (Statistics)…”
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