Statistics In Context

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Statistics In Context
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Author : Barbara Blatchley
language : en
Publisher: Oxford University Press, USA
Release Date : 2018
Statistics In Context written by Barbara Blatchley and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Psychology categories.
Machine generated contents note: -- Chapter 1 Introduction: Statistics--Who Needs Them? -- Chapter 2 Types of Data -- Chapter 3 A Picture Is Worth a Thousand Words: Creating and Interpreting Graphics -- Chapter 4 Measures of Central Tendency: What's So Average about the Mean? -- Chapter 5 Variability: The "Law of Life" -- Chapter 6 Where Am I? Normal Distributions and Standard Scores -- Chapter 7 Basic Probability Theory -- Chapter 8 The Central Limit Theorem and Hypothesis Testing -- Chapter 9 The z-Test -- Chapter 10 The t-Test -- Chapter 11 Analysis of Variance -- Chapter 12 Confidence Intervals and Effect Size: Building a Better Mousetrap -- Chapter 13 Correlation and Regression: Are We Related? -- Chapter 14 The Chi-Square Test -- Chapter 15 Non-parametric Tests -- Chapter 16 Which Test Should I Use and Why?
Public Policy Analytics
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Author : Ken Steif
language : en
Publisher: Chapman & Hall/CRC Data Science Series
Release Date : 2021
Public Policy Analytics written by Ken Steif and has been published by Chapman & Hall/CRC Data Science Series this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Political planning categories.
Public Policy Analytics teaches readers how to address complex public policy problems with data and analytics using reproducible methods in R. This book will appeal to researchers and data scientists at the intersection of data analytics and public policy, and readers who wish to understand how algorithms will affect the future of government.
Statistics And Probability In High School
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Author : Carmen Batanero
language : en
Publisher: Springer
Release Date : 2016-07-27
Statistics And Probability In High School written by Carmen Batanero and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-27 with Education categories.
Statistics and probability are fascinating fields, tightly interwoven with the context of the problems which have to be modelled. The authors demonstrate how investigations and experiments provide promising teaching strategies to help high-school students acquire statistical and probabilistic literacy. In the first chapter the authors put into practice the following educational principles, reflecting their views of how these subjects should be taught: a focus on the most relevant ideas and postpone extensions to later stages; illustrating the complementary/dual nature of statistical and probabilistic reasoning; utilising the potential of technology and show its limits; and reflecting on the different levels of formalisation to meet the wide variety of students’ previous knowledge, abilities, and learning types. The remaining chapters deal with exploratory data analysis, modelling information by probabilities, exploring and modelling association, and with sampling and inference. Throughout the book, a modelling view of the concepts guides the presentation. In each chapter, the development of a cluster of fundamental ideas is centred around a statistical study or a real-world problem that leads to statistical questions requiring data in order to be answered. The concepts developed are designed to lead to meaningful solutions rather than remain abstract entities. For each cluster of ideas, the authors review the relevant research on misconceptions and synthesise the results of research in order to support teaching of statistics and probability in high school. What makes this book unique is its rich source of worked-through tasks and its focus on the interrelations between teaching and empirical research on understanding statistics and probability.
Transforming Teaching And Learning Through Data Driven Decision Making
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Author : Ellen B. Mandinach
language : en
Publisher: Corwin Press
Release Date : 2012-04-10
Transforming Teaching And Learning Through Data Driven Decision Making written by Ellen B. Mandinach and has been published by Corwin Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-04-10 with Business & Economics categories.
"Gathering data and using it to inform instruction is a requirement for many schools, yet educators are not necessarily formally trained in how to do it. This book helps bridge the gap between classroom practice and the principles of educational psychology. Teachers will find cutting-edge advances in research and theory on human learning and teaching in an easily understood and transferable format. The text's integrated model shows teachers, school leaders, and district administrators how to establish a data culture and transform quantitative and qualitative data into actionable knowledge based on: assessment; statistics; instructional and differentiated psychology; classroom management."--Publisher's description.
All Of Statistics
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Author : Larry Wasserman
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-11
All Of Statistics written by Larry Wasserman and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-11 with Mathematics categories.
Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.
Statistics In Context The Essentials Ie
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Author :
language : en
Publisher:
Release Date : 2024
Statistics In Context The Essentials Ie written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with categories.
Statistics In Context
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Author : Blatchley
language : en
Publisher:
Release Date : 2024
Statistics In Context written by Blatchley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with categories.
Statistics in Context offers a fresh approach to teaching statistics. Designed to reduce students' fear of numbers, the text aims to put statistics-wary readers at ease with uncomplicated explanations and practical examples drawn from real research and everyday life. Written in lively, accessible prose, the narrative describes the who, what, when, where, and why, and also the how, of statistics. DISTINCTIVE FEATURES * Everyday Statistics boxes examine practical applications and relate them to the themes of the chapter * The Historical Context features tell the story of how different statistical procedures developed * CheckPoint exercises give students the chance to review the material and assess their understanding at the end of each section * Think About It boxes challenge students to apply what they have learned to a difficult problem * A variety of figures, tables, and worked examples guide students step by step through the calculations described in the text * Abundant end-of-chapter practice problems give students many opportunities to test their mastery of the procedures described in the text * The Using Statistical Software supplement teaches students how to perform statistical analysis using either SPSS or R
Context Aware Machine Learning And Mobile Data Analytics
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Author : Iqbal Sarker
language : en
Publisher:
Release Date : 2021
Context Aware Machine Learning And Mobile Data Analytics written by Iqbal Sarker and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
This book offers a clear understanding of the concept of context-aware machine learning including an automated rule-based framework within the broad area of data science and analytics, particularly, with the aim of data-driven intelligent decision making. Thus, we have bestowed a comprehensive study on this topic that explores multi-dimensional contexts in machine learning modeling, context discretization with time-series modeling, contextual rule discovery and predictive analytics, recent-pattern or rule-based behavior modeling, and their usefulness in various context-aware intelligent applications and services. The presented machine learning-based techniques can be employed in a wide range of real-world application areas ranging from personalized mobile services to security intelligence, highlighted in the book. As the interpretability of a rule-based system is high, the automation in discovering rules from contextual raw data can make this book more impactful for the application developers as well as researchers. Overall, this book provides a good reference for both academia and industry people in the broad area of data science, machine learning, AI-Driven computing, human-centered computing and personalization, behavioral analytics, IoT and mobile applications, and cybersecurity intelligence.
Statistics In Society
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Author :
language : en
Publisher:
Release Date : 1983
Statistics In Society written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Child development categories.