Materias:

Materias: “…Environmental risk assessment Statistical methods…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- List of Contributors -- Part 1 Introduction to New Measures/Indicators for the Economy -- Chapter 1 Advances in Business Statistics, Methods and Data Collection: Introduction -- 1.1 The ICES‐VI Edited Volume: A New Book on Establishment Statistics Methodology -- 1.2 The Importance of Establishment Statistics -- 1.3 ICES Trends -- 1.4 Organization of This Book -- 1.4.1 Section 1: Introduction to New Measures/Indicators for the Economy -- 1.4.2 Section 2: Topics in the Production of Official Establishment Statistics and Organizational Frameworks -- 1.4.3 Section 3: Topics in the Use of Administrative Data -- 1.4.4 Section 4: Topics in Business Survey Data Collection -- 1.4.5 Section 5: Topics in the Use of New Data Sources and New Technologies -- 1.4.6 Section 6: Topics in Sampling and Estimation -- 1.4.7 Section 7: Topics in Data Integration, Linking and Matching -- 1.5 To Conclude ... -- Disclaimer -- References -- Chapter 2 GDP and the SNA: Past and Present -- 2.1 Introduction -- 2.2 The Origins of National Income Statistics - A Brief History -- 2.2.1 Early Developments -- 2.2.2 Invention of Gross National Product (GNP) -- 2.2.3 The Debate on Including Government -- 2.2.4 Toward a System of National Accounts -- 2.2.5 Global Proliferation of GDP -- 2.3 SNA and GDP Today -- 2.3.1 The System at Large -- 2.3.2 Supply and Use Tables -- 2.3.3 Institutional Sector Accounts -- 2.3.4 The Link Between Supply and Use Tables and the Institutional Sector Accounts -- 2.3.5 Consistency and Coherence -- 2.3.6 The Relationship Between National Accounts and Business Statistics -- 2.3.6.1 Definitional Adjustments -- 2.3.6.2 Adjustments for Exhaustiveness -- 2.3.6.3 Adjustments for Time Consistency -- 2.3.6.4 Balancing Adjustments -- 2.4 Most Recent and Important Revisions to SNA (Implications for Business Statistics)…”

Tabla de Contenidos: “…-- 51: Judging Rank Sum Differences -- 52: Other Methods Using Ranks -- 53: Transforming the Scale of Scaled Data -- 54: Brief on Robust Regression -- 55: Brief on Simulation and Resampling -- Part VI: Review and Additional Concepts -- 56: For Part I -- 57: For Part II -- 58: For Part III -- 59: For Part IV -- 60: For Part V -- Appendices -- A: Data Types and Some Basic Statistics -- Some Basic Statistics (Primarily for Scaled and Binomial Variables) -- B: Simulating Statistical Scenarios -- Random Variation -- General Guidelines -- Scenario-Specific Instructions -- C: Standard Error as Standard Deviation -- D: Data Excerpt -- E: Repeated Measures -- F: Bayesian Statistics -- A Note on Priors -- Getting More Sophisticated -- G: Data Mining -- Index -- EULA…”

“…Without a good grasp of math, probability, and statistics, published theoretical and applied works in Islamic finance remain out of reach. …”

Materias: “…Mathematical statistics…”

“…Enter the world of Statistics, Data Analysis and Data Science! About This Video This comprehensive video tutorial will ensure that you build on your knowledge of statistics and learn how to apply it in the field of data science You’ll learn when to use different statistical techniques, how to set up different analyses, and how to interpret the results This video course follows a step-by-step approach to ensure that you get the basics right In Detail Data science is an ever-evolving field, with exponentially growing popularity. …”

Tabla de Contenidos: “…Front Cover; Handbook of Statistical Analysis and Data Mining Applications; Copyright Page; Table of Contents; Foreword 1; Foreword 2; Preface; Introduction; List of Tutorials by Guest Authors; Part 1: History of Phases of Data Analysis, Basic Theory, and the Data Mining Process; Chapter 1: The Background for Data Mining Practice; Assumptions of the Parametric Model; Two Views of Reality; Aristotle; Plato; The Rise of Modern Statistical Analysis: The Second Generation; Machine Learning Methods: The Third Generation; Statistical Learning Theory: The Fourth Generation…”

Tabla de Contenidos: “…Statistical and Machine Learning Approaches for Network Analysis; Contents; Preface; Contributors; 1 A Survey of Computational Approaches to Reconstruct and Partition Biological Networks; 1.1 INTRODUCTION; 1.2 BIOLOGICAL NETWORKS; 1.2.1 Directed Networks; 1.2.2 Undirected Networks; 1.3 GENOME-WIDE MEASUREMENTS; 1.3.1 Gene Expression Data; 1.3.2 Gene Sets; 1.4 RECONSTRUCTION OF BIOLOGICAL NETWORKS; 1.4.1 Reconstruction of Directed Networks; 1.4.1.1 Boolean Networks; 1.4.1.2 Probabilistic Boolean Networks; 1.4.1.3 Bayesian Networks; 1.4.1.4 Collaborative Graph Model; 1.4.1.5 Frequency Method…”

Tabla de Contenidos: “…Distribution of X2 goodness of fit statistic; Lecture 6: Statistical consequences of what we have learned so far. …”

Materias: “…Resampling (Statistics)…”

Tabla de Contenidos: “…Case Studies in Bayesian Statistical Modelling and Analysis; Contents; Preface; List of contributors; 1 Introduction; 1.1 Introduction; 1.2 Overview; 1.3 Further reading; 1.3.1 Bayesian theory and methodology; 1.3.2 Bayesian methodology; 1.3.3 Bayesian computation; 1.3.4 Bayesian software; 1.3.5 Applications; References; 2 Introduction to MCMC; 2.1 Introduction; 2.2 Gibbs sampling; 2.2.1 Example: Bivariate normal; 2.2.2 Example: Change-point model; 2.3 Metropolis-Hastings algorithms; 2.3.1 Example: Component-wise MH or MH within Gibbs; 2.3.2 Extensions to basic MCMC; 2.3.3 Adaptive MCMC…”

“…New and powerful statistical techniques with machine learning (ML) and data mining paradigms have been developed. …”

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Tabla de Contenidos: “…About data -- Data collection in surveys -- Describing data from a single variable -- Statistical models -- Discrete probability distributions -- Continuous probability distributions -- Confidence intervals -- Hypothesis tests for a single variable -- Comparing two means -- Comparing several means with one-way ANOVA -- Two-way ANOVA for comparing means -- Proportions -- Tests for independence -- Simple regression analysis -- Simple regression extensions -- Multiple regression analysis -- Multiple regression with nominal variables -- Finding a good multiple regression model -- Exponential smoothing models for time series data…”

Tabla de Contenidos: “…Six sigma methodology -- Basic managerial techniques -- Basic statistical techniques -- Advanced managerial techniques -- Advanced statistical techniques -- Six sigma methodology in action: selected black belt projects in swedish organizations…”

“…Riemannian Geometric Statistics in Medical Image Analysis is a complete reference on statistics on Riemannian manifolds and more general nonlinear spaces with applications in medical image analysis. …”

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