{"id":18,"date":"2022-05-18T16:35:41","date_gmt":"2022-05-18T16:35:41","guid":{"rendered":"https:\/\/pressbooks.ccconline.org\/accintrostats\/front-matter\/preface\/"},"modified":"2022-11-08T15:36:11","modified_gmt":"2022-11-08T15:36:11","slug":"preface","status":"publish","type":"front-matter","link":"https:\/\/pressbooks.ccconline.org\/accintrostats\/front-matter\/preface\/","title":{"raw":"Preface","rendered":"Preface"},"content":{"raw":"[latexpage]\r\n<div class=\"textbox textbox--learning-objectives\">\r\n<h3>Learning Objectives<\/h3>\r\nIntroductory Statistics is intended for the one-semester introduction to statistics course for students who are not mathematics or engineering majors. It focuses on the interpretation of statistical results, especially in real world settings, and assumes that students have an understanding of intermediate algebra. In addition to end of section practice and homework sets, examples of each topic are explained step-by-step throughout the text and followed by a Try It problem that is designed as extra practice for students. This book also includes collaborative exercises and statistics labs designed to give students the opportunity to work together and explore key concepts. To support today\u2019s student in understanding technology, this book features TI 83, 83+, 84, or 84+ calculator instructions at strategic points throughout. While the book has been built so that each chapter builds on the previous, it can be rearranged to accommodate any instructor\u2019s particular needs.\r\n\r\n<\/div>\r\n<p id=\"eip-109\">Welcome to <em data-effect=\"italics\">Introductory Statistics<\/em>, an OpenStax resource. This textbook was written to increase student access to high-quality learning materials, maintaining highest standards of academic rigor at little to no cost.<\/p>\r\n<p id=\"eip-970\">The foundation of this textbook is <em data-effect=\"italics\">Collaborative Statistics<\/em>, by Barbara Illowsky and Susan Dean. Additional topics, examples, and innovations in terminology and practical applications have been added, all with a goal of increasing relevance and accessibility for students.<\/p>\r\n\r\n<div id=\"eip-10\" class=\"bc-section section\" data-depth=\"1\">\r\n<h3 data-type=\"title\">About OpenStax<\/h3>\r\n<p id=\"eip-479\">OpenStax is a nonprofit based at Rice University, and it\u2019s our mission to improve student access to education. Our first openly licensed college textbook was published in 2012, and our library has since scaled to over 25 books for college and AP<sup>\u00ae<\/sup> courses used by hundreds of thousands of students. OpenStax Tutor, our low-cost personalized learning tool, is being used in college courses throughout the country. Through our partnerships with philanthropic foundations and our alliance with other educational resource organizations, OpenStax is breaking down the most common barriers to learning and empowering students and instructors to succeed.<\/p>\r\n\r\n<\/div>\r\n<div id=\"eip-242\" class=\"bc-section section\" data-depth=\"1\">\r\n<h3 data-type=\"title\">About OpenStax's resources<\/h3>\r\n<div id=\"eip-id1172001427154\" class=\"bc-section section\" data-depth=\"2\">\r\n<p id=\"eip-507\"><span style=\"font-family: 'Cormorant Garamond', serif;font-size: 1.42425em;font-style: italic\">Errata<\/span><\/p>\r\n\r\n<\/div>\r\n<div id=\"eip-621\" class=\"bc-section section\" data-depth=\"2\">\r\n<p id=\"eip-555\">All OpenStax textbooks undergo a rigorous review process. However, like any professional-grade textbook, errors sometimes occur. Since our books are web based, we can make updates periodically when deemed pedagogically necessary. If you have a correction to suggest, submit it through the link on your book page on OpenStax.org. Subject matter experts review all errata suggestions. OpenStax is committed to remaining transparent about all updates, so you will also find a list of past errata changes on your book page on OpenStax.org.<\/p>\r\n\r\n<\/div>\r\n<div id=\"eip-107\" class=\"bc-section section\" data-depth=\"2\">\r\n<h4 data-type=\"title\">Format<\/h4>\r\n<p id=\"eip-911\">You can access this textbook for free in web view or PDF through Pressbooks.<\/p>\r\n\r\n<\/div>\r\n<\/div>\r\n<div id=\"fs-idm526890688\" class=\"bc-section section\" data-depth=\"1\">\r\n<h3 data-type=\"title\">About <em data-effect=\"italics\">Introductory Statistics<\/em><\/h3>\r\n<p id=\"fs-idm498143472\"><em data-effect=\"italics\">Introductory Statistics<\/em> follows scope and sequence requirements of a one-semester introduction to statistics course and is geared toward students majoring in fields other than math or engineering. The text assumes some knowledge of intermediate algebra and focuses on statistics application over theory. <em data-effect=\"italics\">Introductory Statistics<\/em> includes innovative practical applications that make the text relevant and accessible, as well as collaborative exercises, technology integration problems, and statistics labs.<\/p>\r\n\r\n<div id=\"eip-663\" class=\"bc-section section\" data-depth=\"2\">\r\n<h4 data-type=\"title\">Coverage and scope<\/h4>\r\n<p id=\"eip-890\"><span style=\"text-align: initial;font-size: 1em\">Chapter 1 Sampling and Data<\/span><\/p>\r\n\r\n<div id=\"eip-876\" class=\"bc-section section\" data-depth=\"2\">\r\n<p id=\"eip-23\">Chapter 2 Descriptive Statistics<span data-type=\"newline\">\r\n<\/span> Chapter 3 Linear Regression and Correlation<span data-type=\"newline\">\r\n<\/span> Chapter 4 Probability Topics<span data-type=\"newline\">\r\n<\/span> Chapter 5 Discrete Random Variables<span data-type=\"newline\">\r\n<\/span> Chapter 6 Continuous Random Variables<span data-type=\"newline\">\r\n<\/span> Chapter 7 The Normal Distribution<span data-type=\"newline\">\r\n<\/span> Chapter 8 The Central Limit Theorem<span data-type=\"newline\">\r\n<\/span> Chapter 9 Confidence Intervals<span data-type=\"newline\">\r\n<\/span> Chapter 10 Hypothesis Testing with One Sample<span data-type=\"newline\">\r\n<\/span> Chapter 11 Hypothesis Testing with Two Samples<span data-type=\"newline\">\r\n<\/span><\/p>\r\n\r\n<\/div>\r\n<div id=\"eip-930\" class=\"bc-section section\" data-depth=\"2\">\r\n<h4 data-type=\"title\">Pedagogical foundation and features<\/h4>\r\n<ul id=\"eip-303\">\r\n \t<li><strong>Examples<\/strong> are placed strategically throughout the text to show students the step-by-step process of interpreting and solving statistical problems. To keep the text relevant for students, the examples are drawn from a broad spectrum of practical topics, including examples about college life and learning, health and medicine, retail and business, and sports and entertainment.<\/li>\r\n \t<li><strong>Try It<\/strong> practice problems immediately follow many examples and give students the opportunity to practice as they read the text. <strong>They are usually based on practical and familiar topics, like the Examples themselves<\/strong>.<\/li>\r\n \t<li><strong>Collaborative Exercises<\/strong> provide an in-class scenario for students to work together to explore presented concepts.<\/li>\r\n \t<li><strong>Using the TI-83, 83+, 84, 84+ Calculator<\/strong> shows students step-by-step instructions to input problems into their calculator.<\/li>\r\n \t<li><strong>The Technology Icon<\/strong> indicates where the use of a TI calculator or computer software is recommended.<\/li>\r\n \t<li><strong>Practice, Homework, and Bringing It Together<\/strong> problems give the students problems at various degrees of difficulty while also including real-world scenarios to engage students.<\/li>\r\n<\/ul>\r\n<\/div>\r\n<div id=\"eip-600\" class=\"bc-section section\" data-depth=\"2\">\r\n<h4 data-type=\"title\">Statistics labs<\/h4>\r\n<p id=\"eip-48\">These innovative activities were developed by Barbara Illowsky and Susan Dean in order to offer students the experience of designing, implementing, and interpreting statistical analyses. They are drawn from actual experiments and data-gathering processes and offer a unique hands-on and collaborative experience. The labs provide a foundation for further learning and classroom interaction that will produce a meaningful application of statistics.<\/p>\r\n<p id=\"eip-id1166298040766\">Statistics Labs appear at the end of each chapter and begin with student learning outcomes, general estimates for time on task, and any global implementation notes. Students are then provided with step-by-step guidance, including sample data tables and calculation prompts. The detailed assistance will help the students successfully apply the concepts in the text and lay the groundwork for future collaborative or individual work.<\/p>\r\n\r\n<\/div>\r\n<\/div>\r\n<div id=\"eip-382\" class=\"bc-section section\" data-depth=\"1\">\r\n<div id=\"eip-id8911316\" class=\"bc-section section\" data-depth=\"2\">\r\n\r\n&nbsp;\r\n<p id=\"eip-id1168173254982\"><span style=\"font-family: 'Cormorant Garamond', serif;font-size: 1.42425em;font-style: italic\">Partner resources<\/span><\/p>\r\n\r\n<\/div>\r\n<div id=\"eip-833\" class=\"bc-section section\" data-depth=\"2\">\r\n<p id=\"eip-837\">OpenStax Partners are our allies in the mission to make high-quality learning materials affordable and accessible to students and instructors everywhere. Their tools integrate seamlessly with our OpenStax titles at a low cost. To access the partner resources for your text, visit your book page on OpenStax.org.<\/p>\r\n\r\n<\/div>\r\n<\/div>\r\n<div id=\"eip-441\" class=\"bc-section section\" data-depth=\"1\">\r\n<h3 data-type=\"title\">About the authors<\/h3>\r\n<div id=\"eip-id1165226216199\" class=\"sr-contrib-auth\" data-depth=\"2\">\r\n<h4 data-type=\"title\">Senior contributing authors<\/h4>\r\n<p id=\"eip-157\"><strong>Barbara Illowsky, De Anza College<\/strong><span data-type=\"newline\">\r\n<\/span> <strong>Susan Dean, De Anza College<\/strong><\/p>\r\n\r\n<\/div>\r\n<div id=\"eip-id1165231659584\" class=\"contrib-auth\" data-depth=\"2\">\r\n<h4 data-type=\"title\">Contributing authors<\/h4>\r\n<p id=\"eip-14\">Birgit Aquilonius, West Valley College<span data-type=\"newline\">\r\n<\/span> Charles Ashbacher, Upper Iowa University, Cedar Rapids<span data-type=\"newline\">\r\n<\/span> Abraham Biggs, Broward Community College<span data-type=\"newline\">\r\n<\/span> Daniel Birmajer, Nazareth College<span data-type=\"newline\">\r\n<\/span> Roberta Bloom, De Anza College<span data-type=\"newline\">\r\n<\/span> Bryan Blount, Kentucky Wesleyan College<span data-type=\"newline\">\r\n<\/span> Ernest Bonat, Portland Community College<span data-type=\"newline\">\r\n<\/span> Sarah Boslaugh, Kennesaw State University<span data-type=\"newline\">\r\n<\/span> David Bosworth, Hutchinson Community College<span data-type=\"newline\">\r\n<\/span> Sheri Boyd, Rollins College<span data-type=\"newline\">\r\n<\/span> George Bratton, University of Central Arkansas<span data-type=\"newline\">\r\n<\/span> Jing Chang, College of Saint Mary <span data-type=\"newline\">\r\n<\/span> Laurel Chiappetta, University of Pittsburgh<span data-type=\"newline\">\r\n<\/span> Lenore Desilets, De Anza College<span data-type=\"newline\">\r\n<\/span> Matthew Einsohn, Prescott College<span data-type=\"newline\">\r\n<\/span> Ann Flanigan, Kapiolani Community College<span data-type=\"newline\">\r\n<\/span> David French, Tidewater Community College<span data-type=\"newline\">\r\n<\/span> Mo Geraghty, De Anza College<span data-type=\"newline\">\r\n<\/span> Larry Green, Lake Tahoe Community College<span data-type=\"newline\">\r\n<\/span> Michael Greenwich, College of Southern Nevada<span data-type=\"newline\">\r\n<\/span> Inna Grushko, De Anza College<span data-type=\"newline\">\r\n<\/span> Valier Hauber, De Anza College<span data-type=\"newline\">\r\n<\/span> Janice Hector, De Anza College<span data-type=\"newline\">\r\n<\/span> Jim Helmreich, Marist College<span data-type=\"newline\">\r\n<\/span> Robert Henderson, Stephen F. Austin State University<span data-type=\"newline\">\r\n<\/span> Mel Jacobsen, Snow College<span data-type=\"newline\">\r\n<\/span> Mary Jo Kane, De Anza College<span data-type=\"newline\">\r\n<\/span> Lynette Kenyon, Collin County Community College<span data-type=\"newline\">\r\n<\/span> Charles Klein, De Anza College<span data-type=\"newline\">\r\n<\/span> Alexander Kolovos<span data-type=\"newline\">\r\n<\/span> Sheldon Lee, Viterbo University<span data-type=\"newline\">\r\n<\/span> Sara Lenhart, Christopher Newport University<span data-type=\"newline\">\r\n<\/span> Wendy Lightheart, Lane Community College<span data-type=\"newline\">\r\n<\/span> Vladimir Logvenenko, De Anza College<span data-type=\"newline\">\r\n<\/span> Jim Lucas, De Anza College<span data-type=\"newline\">\r\n<\/span> Lisa Markus, De Anza College<span data-type=\"newline\">\r\n<\/span> Miriam Masullo, SUNY Purchase<span data-type=\"newline\">\r\n<\/span> Diane Mathios, De Anza College<span data-type=\"newline\">\r\n<\/span> Robert McDevitt, Germanna Community College<span data-type=\"newline\">\r\n<\/span> Mark Mills, Central College<span data-type=\"newline\">\r\n<\/span> Cindy Moss, Skyline College<span data-type=\"newline\">\r\n<\/span> Nydia Nelson, St. Petersburg College<span data-type=\"newline\">\r\n<\/span> Benjamin Ngwudike, Jackson State University<span data-type=\"newline\">\r\n<\/span> Jonathan Oaks, Macomb Community College<span data-type=\"newline\">\r\n<\/span> Carol Olmstead, De Anza College<span data-type=\"newline\">\r\n<\/span> Adam Pennell, Greensboro College<span data-type=\"newline\">\r\n<\/span> Kathy Plum, De Anza College<span data-type=\"newline\">\r\n<\/span> Lisa Rosenberg, Elon University<span data-type=\"newline\">\r\n<\/span> Sudipta Roy, Kankakee Community College<span data-type=\"newline\">\r\n<\/span> Javier Rueda, De Anza College<span data-type=\"newline\">\r\n<\/span> Yvonne Sandoval, Pima Community College<span data-type=\"newline\">\r\n<\/span> Rupinder Sekhon, De Anza College<span data-type=\"newline\">\r\n<\/span> Travis Short, St. Petersburg College<span data-type=\"newline\">\r\n<\/span> Frank Snow, De Anza College<span data-type=\"newline\">\r\n<\/span> Abdulhamid Sukar, Cameron University<span data-type=\"newline\">\r\n<\/span> Jeffery Taub, Maine Maritime Academy<span data-type=\"newline\">\r\n<\/span> Mary Teegarden, San Diego Mesa College<span data-type=\"newline\">\r\n<\/span> John Thomas, College of Lake County<span data-type=\"newline\">\r\n<\/span> Philip J. Verrecchia, York College of Pennsylvania<span data-type=\"newline\">\r\n<\/span> Dennis Walsh, Middle Tennessee State University<span data-type=\"newline\">\r\n<\/span> Cheryl Wartman, University of Prince Edward Island<span data-type=\"newline\">\r\n<\/span> Carol Weideman, St. Petersburg College<span data-type=\"newline\">\r\n<\/span> Andrew Wiesner, Pennsylvania State University<\/p>\r\nKelli McCarthy, Arapahoe Community College\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>","rendered":"<p>[latexpage]<\/p>\n<div class=\"textbox textbox--learning-objectives\">\n<h3>Learning Objectives<\/h3>\n<p>Introductory Statistics is intended for the one-semester introduction to statistics course for students who are not mathematics or engineering majors. It focuses on the interpretation of statistical results, especially in real world settings, and assumes that students have an understanding of intermediate algebra. In addition to end of section practice and homework sets, examples of each topic are explained step-by-step throughout the text and followed by a Try It problem that is designed as extra practice for students. This book also includes collaborative exercises and statistics labs designed to give students the opportunity to work together and explore key concepts. To support today\u2019s student in understanding technology, this book features TI 83, 83+, 84, or 84+ calculator instructions at strategic points throughout. While the book has been built so that each chapter builds on the previous, it can be rearranged to accommodate any instructor\u2019s particular needs.<\/p>\n<\/div>\n<p id=\"eip-109\">Welcome to <em data-effect=\"italics\">Introductory Statistics<\/em>, an OpenStax resource. This textbook was written to increase student access to high-quality learning materials, maintaining highest standards of academic rigor at little to no cost.<\/p>\n<p id=\"eip-970\">The foundation of this textbook is <em data-effect=\"italics\">Collaborative Statistics<\/em>, by Barbara Illowsky and Susan Dean. Additional topics, examples, and innovations in terminology and practical applications have been added, all with a goal of increasing relevance and accessibility for students.<\/p>\n<div id=\"eip-10\" class=\"bc-section section\" data-depth=\"1\">\n<h3 data-type=\"title\">About OpenStax<\/h3>\n<p id=\"eip-479\">OpenStax is a nonprofit based at Rice University, and it\u2019s our mission to improve student access to education. Our first openly licensed college textbook was published in 2012, and our library has since scaled to over 25 books for college and AP<sup>\u00ae<\/sup> courses used by hundreds of thousands of students. OpenStax Tutor, our low-cost personalized learning tool, is being used in college courses throughout the country. Through our partnerships with philanthropic foundations and our alliance with other educational resource organizations, OpenStax is breaking down the most common barriers to learning and empowering students and instructors to succeed.<\/p>\n<\/div>\n<div id=\"eip-242\" class=\"bc-section section\" data-depth=\"1\">\n<h3 data-type=\"title\">About OpenStax&#8217;s resources<\/h3>\n<div id=\"eip-id1172001427154\" class=\"bc-section section\" data-depth=\"2\">\n<p id=\"eip-507\"><span style=\"font-family: 'Cormorant Garamond', serif;font-size: 1.42425em;font-style: italic\">Errata<\/span><\/p>\n<\/div>\n<div id=\"eip-621\" class=\"bc-section section\" data-depth=\"2\">\n<p id=\"eip-555\">All OpenStax textbooks undergo a rigorous review process. However, like any professional-grade textbook, errors sometimes occur. Since our books are web based, we can make updates periodically when deemed pedagogically necessary. If you have a correction to suggest, submit it through the link on your book page on OpenStax.org. Subject matter experts review all errata suggestions. OpenStax is committed to remaining transparent about all updates, so you will also find a list of past errata changes on your book page on OpenStax.org.<\/p>\n<\/div>\n<div id=\"eip-107\" class=\"bc-section section\" data-depth=\"2\">\n<h4 data-type=\"title\">Format<\/h4>\n<p id=\"eip-911\">You can access this textbook for free in web view or PDF through Pressbooks.<\/p>\n<\/div>\n<\/div>\n<div id=\"fs-idm526890688\" class=\"bc-section section\" data-depth=\"1\">\n<h3 data-type=\"title\">About <em data-effect=\"italics\">Introductory Statistics<\/em><\/h3>\n<p id=\"fs-idm498143472\"><em data-effect=\"italics\">Introductory Statistics<\/em> follows scope and sequence requirements of a one-semester introduction to statistics course and is geared toward students majoring in fields other than math or engineering. The text assumes some knowledge of intermediate algebra and focuses on statistics application over theory. <em data-effect=\"italics\">Introductory Statistics<\/em> includes innovative practical applications that make the text relevant and accessible, as well as collaborative exercises, technology integration problems, and statistics labs.<\/p>\n<div id=\"eip-663\" class=\"bc-section section\" data-depth=\"2\">\n<h4 data-type=\"title\">Coverage and scope<\/h4>\n<p id=\"eip-890\"><span style=\"text-align: initial;font-size: 1em\">Chapter 1 Sampling and Data<\/span><\/p>\n<div id=\"eip-876\" class=\"bc-section section\" data-depth=\"2\">\n<p id=\"eip-23\">Chapter 2 Descriptive Statistics<span data-type=\"newline\"><br \/>\n<\/span> Chapter 3 Linear Regression and Correlation<span data-type=\"newline\"><br \/>\n<\/span> Chapter 4 Probability Topics<span data-type=\"newline\"><br \/>\n<\/span> Chapter 5 Discrete Random Variables<span data-type=\"newline\"><br \/>\n<\/span> Chapter 6 Continuous Random Variables<span data-type=\"newline\"><br \/>\n<\/span> Chapter 7 The Normal Distribution<span data-type=\"newline\"><br \/>\n<\/span> Chapter 8 The Central Limit Theorem<span data-type=\"newline\"><br \/>\n<\/span> Chapter 9 Confidence Intervals<span data-type=\"newline\"><br \/>\n<\/span> Chapter 10 Hypothesis Testing with One Sample<span data-type=\"newline\"><br \/>\n<\/span> Chapter 11 Hypothesis Testing with Two Samples<span data-type=\"newline\"><br \/>\n<\/span><\/p>\n<\/div>\n<div id=\"eip-930\" class=\"bc-section section\" data-depth=\"2\">\n<h4 data-type=\"title\">Pedagogical foundation and features<\/h4>\n<ul id=\"eip-303\">\n<li><strong>Examples<\/strong> are placed strategically throughout the text to show students the step-by-step process of interpreting and solving statistical problems. To keep the text relevant for students, the examples are drawn from a broad spectrum of practical topics, including examples about college life and learning, health and medicine, retail and business, and sports and entertainment.<\/li>\n<li><strong>Try It<\/strong> practice problems immediately follow many examples and give students the opportunity to practice as they read the text. <strong>They are usually based on practical and familiar topics, like the Examples themselves<\/strong>.<\/li>\n<li><strong>Collaborative Exercises<\/strong> provide an in-class scenario for students to work together to explore presented concepts.<\/li>\n<li><strong>Using the TI-83, 83+, 84, 84+ Calculator<\/strong> shows students step-by-step instructions to input problems into their calculator.<\/li>\n<li><strong>The Technology Icon<\/strong> indicates where the use of a TI calculator or computer software is recommended.<\/li>\n<li><strong>Practice, Homework, and Bringing It Together<\/strong> problems give the students problems at various degrees of difficulty while also including real-world scenarios to engage students.<\/li>\n<\/ul>\n<\/div>\n<div id=\"eip-600\" class=\"bc-section section\" data-depth=\"2\">\n<h4 data-type=\"title\">Statistics labs<\/h4>\n<p id=\"eip-48\">These innovative activities were developed by Barbara Illowsky and Susan Dean in order to offer students the experience of designing, implementing, and interpreting statistical analyses. They are drawn from actual experiments and data-gathering processes and offer a unique hands-on and collaborative experience. The labs provide a foundation for further learning and classroom interaction that will produce a meaningful application of statistics.<\/p>\n<p id=\"eip-id1166298040766\">Statistics Labs appear at the end of each chapter and begin with student learning outcomes, general estimates for time on task, and any global implementation notes. Students are then provided with step-by-step guidance, including sample data tables and calculation prompts. The detailed assistance will help the students successfully apply the concepts in the text and lay the groundwork for future collaborative or individual work.<\/p>\n<\/div>\n<\/div>\n<div id=\"eip-382\" class=\"bc-section section\" data-depth=\"1\">\n<div id=\"eip-id8911316\" class=\"bc-section section\" data-depth=\"2\">\n<p>&nbsp;<\/p>\n<p id=\"eip-id1168173254982\"><span style=\"font-family: 'Cormorant Garamond', serif;font-size: 1.42425em;font-style: italic\">Partner resources<\/span><\/p>\n<\/div>\n<div id=\"eip-833\" class=\"bc-section section\" data-depth=\"2\">\n<p id=\"eip-837\">OpenStax Partners are our allies in the mission to make high-quality learning materials affordable and accessible to students and instructors everywhere. Their tools integrate seamlessly with our OpenStax titles at a low cost. To access the partner resources for your text, visit your book page on OpenStax.org.<\/p>\n<\/div>\n<\/div>\n<div id=\"eip-441\" class=\"bc-section section\" data-depth=\"1\">\n<h3 data-type=\"title\">About the authors<\/h3>\n<div id=\"eip-id1165226216199\" class=\"sr-contrib-auth\" data-depth=\"2\">\n<h4 data-type=\"title\">Senior contributing authors<\/h4>\n<p id=\"eip-157\"><strong>Barbara Illowsky, De Anza College<\/strong><span data-type=\"newline\"><br \/>\n<\/span> <strong>Susan Dean, De Anza College<\/strong><\/p>\n<\/div>\n<div id=\"eip-id1165231659584\" class=\"contrib-auth\" data-depth=\"2\">\n<h4 data-type=\"title\">Contributing authors<\/h4>\n<p id=\"eip-14\">Birgit Aquilonius, West Valley College<span data-type=\"newline\"><br \/>\n<\/span> Charles Ashbacher, Upper Iowa University, Cedar Rapids<span data-type=\"newline\"><br \/>\n<\/span> Abraham Biggs, Broward Community College<span data-type=\"newline\"><br \/>\n<\/span> Daniel Birmajer, Nazareth College<span data-type=\"newline\"><br \/>\n<\/span> Roberta Bloom, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Bryan Blount, Kentucky Wesleyan College<span data-type=\"newline\"><br \/>\n<\/span> Ernest Bonat, Portland Community College<span data-type=\"newline\"><br \/>\n<\/span> Sarah Boslaugh, Kennesaw State University<span data-type=\"newline\"><br \/>\n<\/span> David Bosworth, Hutchinson Community College<span data-type=\"newline\"><br \/>\n<\/span> Sheri Boyd, Rollins College<span data-type=\"newline\"><br \/>\n<\/span> George Bratton, University of Central Arkansas<span data-type=\"newline\"><br \/>\n<\/span> Jing Chang, College of Saint Mary <span data-type=\"newline\"><br \/>\n<\/span> Laurel Chiappetta, University of Pittsburgh<span data-type=\"newline\"><br \/>\n<\/span> Lenore Desilets, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Matthew Einsohn, Prescott College<span data-type=\"newline\"><br \/>\n<\/span> Ann Flanigan, Kapiolani Community College<span data-type=\"newline\"><br \/>\n<\/span> David French, Tidewater Community College<span data-type=\"newline\"><br \/>\n<\/span> Mo Geraghty, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Larry Green, Lake Tahoe Community College<span data-type=\"newline\"><br \/>\n<\/span> Michael Greenwich, College of Southern Nevada<span data-type=\"newline\"><br \/>\n<\/span> Inna Grushko, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Valier Hauber, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Janice Hector, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Jim Helmreich, Marist College<span data-type=\"newline\"><br \/>\n<\/span> Robert Henderson, Stephen F. Austin State University<span data-type=\"newline\"><br \/>\n<\/span> Mel Jacobsen, Snow College<span data-type=\"newline\"><br \/>\n<\/span> Mary Jo Kane, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Lynette Kenyon, Collin County Community College<span data-type=\"newline\"><br \/>\n<\/span> Charles Klein, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Alexander Kolovos<span data-type=\"newline\"><br \/>\n<\/span> Sheldon Lee, Viterbo University<span data-type=\"newline\"><br \/>\n<\/span> Sara Lenhart, Christopher Newport University<span data-type=\"newline\"><br \/>\n<\/span> Wendy Lightheart, Lane Community College<span data-type=\"newline\"><br \/>\n<\/span> Vladimir Logvenenko, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Jim Lucas, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Lisa Markus, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Miriam Masullo, SUNY Purchase<span data-type=\"newline\"><br \/>\n<\/span> Diane Mathios, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Robert McDevitt, Germanna Community College<span data-type=\"newline\"><br \/>\n<\/span> Mark Mills, Central College<span data-type=\"newline\"><br \/>\n<\/span> Cindy Moss, Skyline College<span data-type=\"newline\"><br \/>\n<\/span> Nydia Nelson, St. Petersburg College<span data-type=\"newline\"><br \/>\n<\/span> Benjamin Ngwudike, Jackson State University<span data-type=\"newline\"><br \/>\n<\/span> Jonathan Oaks, Macomb Community College<span data-type=\"newline\"><br \/>\n<\/span> Carol Olmstead, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Adam Pennell, Greensboro College<span data-type=\"newline\"><br \/>\n<\/span> Kathy Plum, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Lisa Rosenberg, Elon University<span data-type=\"newline\"><br \/>\n<\/span> Sudipta Roy, Kankakee Community College<span data-type=\"newline\"><br \/>\n<\/span> Javier Rueda, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Yvonne Sandoval, Pima Community College<span data-type=\"newline\"><br \/>\n<\/span> Rupinder Sekhon, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Travis Short, St. Petersburg College<span data-type=\"newline\"><br \/>\n<\/span> Frank Snow, De Anza College<span data-type=\"newline\"><br \/>\n<\/span> Abdulhamid Sukar, Cameron University<span data-type=\"newline\"><br \/>\n<\/span> Jeffery Taub, Maine Maritime Academy<span data-type=\"newline\"><br \/>\n<\/span> Mary Teegarden, San Diego Mesa College<span data-type=\"newline\"><br \/>\n<\/span> John Thomas, College of Lake County<span data-type=\"newline\"><br \/>\n<\/span> Philip J. Verrecchia, York College of Pennsylvania<span data-type=\"newline\"><br \/>\n<\/span> Dennis Walsh, Middle Tennessee State University<span data-type=\"newline\"><br \/>\n<\/span> Cheryl Wartman, University of Prince Edward Island<span data-type=\"newline\"><br \/>\n<\/span> Carol Weideman, St. Petersburg College<span data-type=\"newline\"><br \/>\n<\/span> Andrew Wiesner, Pennsylvania State University<\/p>\n<p>Kelli McCarthy, Arapahoe Community College<\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"author":32,"menu_order":3,"template":"","meta":{"pb_show_title":"","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"front-matter-type":[],"contributor":[],"license":[],"class_list":["post-18","front-matter","type-front-matter","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/pressbooks\/v2\/front-matter\/18","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/pressbooks\/v2\/front-matter"}],"about":[{"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/wp\/v2\/types\/front-matter"}],"author":[{"embeddable":true,"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/wp\/v2\/users\/32"}],"version-history":[{"count":4,"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/pressbooks\/v2\/front-matter\/18\/revisions"}],"predecessor-version":[{"id":632,"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/pressbooks\/v2\/front-matter\/18\/revisions\/632"}],"metadata":[{"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/pressbooks\/v2\/front-matter\/18\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/wp\/v2\/media?parent=18"}],"wp:term":[{"taxonomy":"front-matter-type","embeddable":true,"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/pressbooks\/v2\/front-matter-type?post=18"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/wp\/v2\/contributor?post=18"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.ccconline.org\/accintrostats\/wp-json\/wp\/v2\/license?post=18"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}