Introduction to Statistical Investigations Book

Introduction to Statistical Investigations


  • Author : Nathan Tintle
  • Publisher : Wiley Global Education
  • Release Date : 2015-12-17
  • Genre: Mathematics
  • Pages : 696
  • ISBN 10 : 9781119154310

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Introduction to Statistical Investigations Excerpt :

Introduction to Statistical Investigations leads students to learn about the process of conducting statistical investigations from data collection, to exploring data, to statistical inference, to drawing appropriate conclusions. The text is designed for a one-semester introductory statistics course. It focuses on genuine research studies, active learning, and effective use of technology. Simulations and randomization tests introduce statistical inference, yielding a strong conceptual foundation that bridges students to theory-based inference approaches. Repetition allows students to see the logic and scope of inference. This implementation follows the GAISE recommendations endorsed by the American Statistical Association.

Introduction to Statistical Investigations  Loose Leaf Print Companion Book

Introduction to Statistical Investigations Loose Leaf Print Companion


  • Author : Nathan Tintle
  • Publisher : Wiley
  • Release Date : 2018-05-14
  • Genre: Mathematics
  • Pages : 704
  • ISBN 10 : 1119490995

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Introduction to Statistical Investigations Loose Leaf Print Companion Excerpt :

Introduction to Statistical Investigations leads students to learn about the process of conducting statistical investigations from data collection, to exploring data, to statistical inference, to drawing appropriate conclusions. The text is designed for a one-semester introductory statistics course. It focuses on genuine research studies, active learning, and effective use of technology. Simulations and randomization tests introduce statistical inference, yielding a strong conceptual foundation that bridges students to theory-based inference approaches. Repetition allows students to see the logic and scope of inference. This implementation follows the GAISE recommendations endorsed by the American Statistical Association.

Intermediate Statistical Investigations Book

Intermediate Statistical Investigations


  • Author : Nathan Tintle
  • Publisher : John Wiley & Sons
  • Release Date : 2020-09-09
  • Genre: Mathematics
  • Pages : 608
  • ISBN 10 : 9781119634522

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Intermediate Statistical Investigations Excerpt :

Intermediate Statistical Investigations provides a unified framework for explaining variation across study designs and variable types, helping students increase their statistical literacy and appreciate the indispensable role of statistics in scientific research. Requiring only a single introductory statistics course as a prerequisite, the program uses the immersive, simulation-based inference approach for which the author team is known.Students engage with various aspects of data collection and analysis using real examples and clear explanations designed to strengthen multivariable understanding and reinforce first-course concepts. Each chapter contains in-depth exercises which follow a consistent six-step statistical exploration and investigation method (ask a research question, design a study, explore the data, draw inferences, formulate conclusions, and look back and ahead) enabling students to assess a variety of concepts in a single assignment. Challenging questions based on research articles strengthen critical reading skills, fully worked examples demonstrate essential concepts and methods, and engaging visualizations illustrate key themes of explained variation. End-of-chapter investigations use real data from popular culture and published research studies in a variety of disciplines, exposing students to various applications of statistics in the real world. Throughout the text, user-friendly Rossman Chance web applets allow students to conduct the simulations and analyses covered in the book.

Introduction to Statistical Investigations  Binder Ready Version Book

Introduction to Statistical Investigations Binder Ready Version


  • Author : Nathan Tintle
  • Publisher : John Wiley & Sons
  • Release Date : 2015-10-19
  • Genre: Mathematics
  • Pages : 696
  • ISBN 10 : 978186723xxxx

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Introduction to Statistical Investigations Binder Ready Version Excerpt :

Introduction to Statistical Investigations leads students to learn about the process of conducting statistical investigations from data collection, to exploring data, to statistical inference, to drawing appropriate conclusions. The text is designed for a one-semester introductory statistics course. It focuses on genuine research studies, active learning, and effective use of technology. Simulations and randomization tests introduce statistical inference, yielding a strong conceptual foundation that bridges students to theory-based inference approaches. Repetition allows students to see the logic and scope of inference. This implementation follows the GAISE recommendations endorsed by the American Statistical Association.

Statistical Analysis and Data Display Book

Statistical Analysis and Data Display


  • Author : Richard M. Heiberger
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-06-29
  • Genre: Mathematics
  • Pages : 730
  • ISBN 10 : 9781475742848

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Statistical Analysis and Data Display Excerpt :

This presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data—showing code, graphics, and accompanying computer listings. They emphasize how to construct and interpret graphs, discuss principles of graphical design, and show how tabular results are used to confirm the visual impressions derived from the graphs. Many of the graphical formats are novel and appear here for the first time in print.

Teaching Statistics in School Mathematics Challenges for Teaching and Teacher Education Book

Teaching Statistics in School Mathematics Challenges for Teaching and Teacher Education


  • Author : Carmen Batanero
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-07-31
  • Genre: Education
  • Pages : 425
  • ISBN 10 : 940071131X

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Teaching Statistics in School Mathematics Challenges for Teaching and Teacher Education Excerpt :

Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education results from the Joint ICMI/IASE Study Teaching Statistics in School Mathematics: Challenges for Teaching and Teacher Education. Oriented to analyse the teaching of statistics in school and to recommend improvements in the training of mathematics teachers to encourage success in preparing statistically literate students, the volume provides a picture of the current situation in both the teaching of school statistics and the pre-service education of mathematics teachers. A primary goal of Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education is to describe the essential elements of statistics, teacher’s professional knowledge and their learning experiences. Moreover, a research agenda that invites new research, while building from current knowledge, is developed. Recommendations about strategies and materials, available to train prospective teachers in university and in-service teachers who have not been adequately prepared, are also accessible to the reader.

Introductory Statistics Book
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Introductory Statistics


  • Author : Barbara Illowsky
  • Publisher : Unknown
  • Release Date : 2017-12-19
  • Genre: Education
  • Pages : 906
  • ISBN 10 : 9888407309

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Introductory Statistics Excerpt :

Introductory Statistics is designed for the one-semester, introduction to statistics course and is geared toward students majoring in fields other than math or engineering. This text assumes students have been exposed to intermediate algebra, and it focuses on the applications of statistical knowledge rather than the theory behind it. The foundation of this textbook is Collaborative Statistics, by Barbara Illowsky and Susan Dean. Additional topics, examples, and ample opportunities for practice have been added to each chapter. The development choices for this textbook were made with the guidance of many faculty members who are deeply involved in teaching this course. These choices led to innovations in art, terminology, and practical applications, all with a goal of increasing relevance and accessibility for students. We strove to make the discipline meaningful, so that students can draw from it a working knowledge that will enrich their future studies and help them make sense of the world around them. Coverage and Scope Chapter 1 Sampling and Data Chapter 2 Descriptive Statistics Chapter 3 Probability Topics Chapter 4 Discrete Random Variables Chapter 5 Continuous Random Variables Chapter 6 The Normal Distribution Chapter 7 The Central Limit Theorem Chapter 8 Confidence Intervals Chapter 9 Hypothesis Testing with One Sample Chapter 10 Hypothesis Testing with Two Samples Chapter 11 The Chi-Square Distribution Chapter 12 Linear Regression and Correlation Chapter 13 F Distribution and One-Way ANOVA

Statistical Power Analysis for the Behavioral Sciences Book

Statistical Power Analysis for the Behavioral Sciences


  • Author : Jacob Cohen
  • Publisher : Routledge
  • Release Date : 2013-05-13
  • Genre: Psychology
  • Pages : 567
  • ISBN 10 : 9781134742776

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Statistical Power Analysis for the Behavioral Sciences Excerpt :

Statistical Power Analysis is a nontechnical guide to power analysis in research planning that provides users of applied statistics with the tools they need for more effective analysis. The Second Edition includes: * a chapter covering power analysis in set correlation and multivariate methods; * a chapter considering effect size, psychometric reliability, and the efficacy of "qualifying" dependent variables and; * expanded power and sample size tables for multiple regression/correlation.

Introduction to Environmental Forensics Book

Introduction to Environmental Forensics


  • Author : Brian L. Murphy
  • Publisher : Academic Press
  • Release Date : 2014-07-30
  • Genre: Science
  • Pages : 704
  • ISBN 10 : 9780124047075

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Introduction to Environmental Forensics Excerpt :

The third edition of Introduction to Environmental Forensics is a state-of-the-art reference for the practicing environmental forensics consultant, regulator, student, academic, and scientist, with topics including compound-specific isotope analysis (CSIA), advanced multivariate statistical techniques, surrogate approaches for contaminant source identification and age dating, dendroecology, hydrofracking, releases from underground storage tanks and piping, and contaminant-transport modeling for forensic applications. Recognized international forensic scientists were selected to author chapters in their specific areas of expertise and case studies are included to illustrate the application of these methods in actual environmental forensic investigations. This edition provides updates on advances in various techniques and introduces several new topics. Provides a comprehensive review of all aspects of environmental forensics Coverage ranges from emerging statistical methods to state-of-the-art analytical techniques, such as gas chromatography-combustion-isotope ratio mass spectrometry and polytopic vector analysis Numerous examples and case studies are provided to illustrate the application of these forensic techniques in environmental investigations

Statistical Methods in Water Resources Book

Statistical Methods in Water Resources


  • Author : D.R. Helsel
  • Publisher : Elsevier
  • Release Date : 1993-03-03
  • Genre: Mathematics
  • Pages : 546
  • ISBN 10 : 0080875084

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Statistical Methods in Water Resources Excerpt :

Data on water quality and other environmental issues are being collected at an ever-increasing rate. In the past, however, the techniques used by scientists to interpret this data have not progressed as quickly. This is a book of modern statistical methods for analysis of practical problems in water quality and water resources. The last fifteen years have seen major advances in the fields of exploratory data analysis (EDA) and robust statistical methods. The 'real-life' characteristics of environmental data tend to drive analysis towards the use of these methods. These advances are presented in a practical and relevant format. Alternate methods are compared, highlighting the strengths and weaknesses of each as applied to environmental data. Techniques for trend analysis and dealing with water below the detection limit are topics covered, which are of great interest to consultants in water-quality and hydrology, scientists in state, provincial and federal water resources, and geological survey agencies. The practising water resources scientist will find the worked examples using actual field data from case studies of environmental problems, of real value. Exercises at the end of each chapter enable the mechanics of the methodological process to be fully understood, with data sets included on diskette for easy use. The result is a book that is both up-to-date and immediately relevant to ongoing work in the environmental and water sciences.

Carrying out Investigations in Psychology Book

Carrying out Investigations in Psychology


  • Author : Jeremy Foster
  • Publisher : Wiley-Blackwell
  • Release Date : 1995-04-06
  • Genre: Psychology
  • Pages : 292
  • ISBN 10 : 1854331701

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Carrying out Investigations in Psychology Excerpt :

This is a complete text combining practical data collection, research and statistical analysis, plus how to write up reports. Both qualitative and quantitative approaches are discussed in-depth. This is an essential all-in-one text for students undertaking practical courses in AS/A2 psychology and undergraduates.

Introduction to Statistical Investigations Book

Introduction to Statistical Investigations


  • Author : Nathan Tintle
  • Publisher : John Wiley & Sons
  • Release Date : 2020-09-16
  • Genre: Mathematics
  • Pages : 752
  • ISBN 10 : 9781119683452

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Introduction to Statistical Investigations Excerpt :

Introduction to Statistical Investigations, Second Edition provides a unified framework for explaining variation across study designs and variable types, helping students increase their statistical literacy and appreciate the indispensable role of statistics in scientific research. Requiring only basic algebra as a prerequisite, the program uses the immersive, simulation-based inference approach for which the author team is known. Students engage with various aspects of data collection and analysis using real data and clear explanations designed to strengthen multivariable understanding and reinforce concepts. Each chapter follows a coherent six-step statistical exploration and investigation method (ask a research question, design a study, explore the data, draw inferences, formulate conclusions, and look back and ahead) enabling students to assess a variety of concepts in a single assignment. Challenging questions based on research articles strengthen critical reading skills, fully worked examples demonstrate essential concepts and methods, and engaging visualizations illustrate key themes of explained variation. The end-of-chapter investigations expose students to various applications of statistics in the real world using real data from popular culture and published research studies in variety of disciplines. Accompanying examples throughout the text, user-friendly applets enable students to conduct the simulations and analyses covered in the book.

Statistical Inference Book

Statistical Inference


  • Author : George Casella
  • Publisher : Cengage Learning
  • Release Date : 2021-01-26
  • Genre: Mathematics
  • Pages : 688
  • ISBN 10 : 9780357753132

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Statistical Inference Excerpt :

This book builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions and consequences of previous concepts. Intended for first-year graduate students, this book can be used for students majoring in statistics who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Statistics and Probability in High School Book

Statistics and Probability in High School


  • Author : Carmen Batanero
  • Publisher : Springer
  • Release Date : 2016-07-27
  • Genre: Education
  • Pages : 224
  • ISBN 10 : 9789463006248

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Statistics and Probability in High School Excerpt :

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.