The Practically Cheating Statistics Handbook

The Practically Cheating Statistics Handbook
Author: S Deviant Mat
Publisher: Createspace Independent Publishing Platform
Total Pages: 0
Release: 2010-01-15
Genre: Statistics
ISBN: 9781449957858

"The Simplest way to ace Statistics." Are you taking a statistics class right now or very soon? I struggled with statistics even while I got my master's degree in math, and after teaching statistics myself, I know why: statistics books and websites suck! They are written by people who "get" math, not for people like us! I wrote the Practically Cheating Statistics Handbook so you don't have to struggle anymore. I've been giving my own students this material since I started teaching, and the students who use it never fail, and their average grade is one or two letter grades higher than other students in the same class.

Statistical Inference as Severe Testing

Statistical Inference as Severe Testing
Author: Deborah G. Mayo
Publisher: Cambridge University Press
Total Pages: 503
Release: 2018-09-20
Genre: Mathematics
ISBN: 1108563309

Mounting failures of replication in social and biological sciences give a new urgency to critically appraising proposed reforms. This book pulls back the cover on disagreements between experts charged with restoring integrity to science. It denies two pervasive views of the role of probability in inference: to assign degrees of belief, and to control error rates in a long run. If statistical consumers are unaware of assumptions behind rival evidence reforms, they can't scrutinize the consequences that affect them (in personalized medicine, psychology, etc.). The book sets sail with a simple tool: if little has been done to rule out flaws in inferring a claim, then it has not passed a severe test. Many methods advocated by data experts do not stand up to severe scrutiny and are in tension with successful strategies for blocking or accounting for cherry picking and selective reporting. Through a series of excursions and exhibits, the philosophy and history of inductive inference come alive. Philosophical tools are put to work to solve problems about science and pseudoscience, induction and falsification.

Naked Statistics: Stripping the Dread from the Data

Naked Statistics: Stripping the Dread from the Data
Author: Charles Wheelan
Publisher: W. W. Norton & Company
Total Pages: 307
Release: 2013-01-07
Genre: Mathematics
ISBN: 0393089827

A New York Times bestseller "Brilliant, funny…the best math teacher you never had." —San Francisco Chronicle Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called "sexy." From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more. For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions. And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

Chances Are

Chances Are
Author: Steve Slavin
Publisher: Madison Books
Total Pages: 220
Release: 1998-06-18
Genre: Mathematics
ISBN: 146162293X

Chances Are is the first book to make statistics accessible to everyone, regardless of how much math you remember from school.

Discovering Statistics Using IBM SPSS Statistics

Discovering Statistics Using IBM SPSS Statistics
Author: Andy Field
Publisher: SAGE
Total Pages: 2026
Release: 2017-11-03
Genre: Social Science
ISBN: 152644030X

With an exciting new look, math diagnostic tool, and a research roadmap to navigate projects, this new edition of Andy Field’s award-winning text offers a unique combination of humor and step-by-step instruction to make learning statistics compelling and accessible to even the most anxious of students. The Fifth Edition takes students from initial theory to regression, factor analysis, and multilevel modeling, fully incorporating IBM SPSS Statistics© version 25 and fascinating examples throughout. SAGE edge offers a robust online environment featuring an impressive array of free tools and resources for review, study, and further exploration, keeping both instructors and students on the cutting edge of teaching and learning. Course cartridges available for Blackboard, Canvas, and Moodle. Andy Field is the award winning author of An Adventure in Statistics: The Reality Enigma and is the recipient of the UK National Teaching Fellowship (2010), British Psychological Society book award (2006), and has been recognized with local and national teaching awards (University of Sussex, 2015, 2016).

The Professor Is In

The Professor Is In
Author: Karen Kelsky
Publisher: Crown
Total Pages: 450
Release: 2015-08-04
Genre: Education
ISBN: 0553419420

The definitive career guide for grad students, adjuncts, post-docs and anyone else eager to get tenure or turn their Ph.D. into their ideal job Each year tens of thousands of students will, after years of hard work and enormous amounts of money, earn their Ph.D. And each year only a small percentage of them will land a job that justifies and rewards their investment. For every comfortably tenured professor or well-paid former academic, there are countless underpaid and overworked adjuncts, and many more who simply give up in frustration. Those who do make it share an important asset that separates them from the pack: they have a plan. They understand exactly what they need to do to set themselves up for success. They know what really moves the needle in academic job searches, how to avoid the all-too-common mistakes that sink so many of their peers, and how to decide when to point their Ph.D. toward other, non-academic options. Karen Kelsky has made it her mission to help readers join the select few who get the most out of their Ph.D. As a former tenured professor and department head who oversaw numerous academic job searches, she knows from experience exactly what gets an academic applicant a job. And as the creator of the popular and widely respected advice site The Professor is In, she has helped countless Ph.D.’s turn themselves into stronger applicants and land their dream careers. Now, for the first time ever, Karen has poured all her best advice into a single handy guide that addresses the most important issues facing any Ph.D., including: -When, where, and what to publish -Writing a foolproof grant application -Cultivating references and crafting the perfect CV -Acing the job talk and campus interview -Avoiding the adjunct trap -Making the leap to nonacademic work, when the time is right The Professor Is In addresses all of these issues, and many more.

There's a Stat for That!

There's a Stat for That!
Author: Bruce B. Frey
Publisher: SAGE Publications
Total Pages: 121
Release: 2015-03-18
Genre: Education
ISBN: 1483318745

Bruce Frey’s There’s a Stat for That! is a brief, straightforward, and to-the-point guide to deciding which statistical analysis to use and when to use it. Designed for consultants, researchers, students, and those who already have the resources to tell them how to perform the analyses, this text explains why a particular statistical approach is the right one to use. The book affirms that regardless of the group design, once the variables are chosen and the measurement strategy is worked out, one can rest assured that there is a stat for that!

Think Stats

Think Stats
Author: Allen B. Downey
Publisher: "O'Reilly Media, Inc."
Total Pages: 137
Release: 2011-07-01
Genre: Computers
ISBN: 1449313108

If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts. Develop your understanding of probability and statistics by writing and testing code Run experiments to test statistical behavior, such as generating samples from several distributions Use simulations to understand concepts that are hard to grasp mathematically Learn topics not usually covered in an introductory course, such as Bayesian estimation Import data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics tools Use statistical inference to answer questions about real-world data

Advancing Doctoral Leadership Education Through Technology

Advancing Doctoral Leadership Education Through Technology
Author: Laura Hyatt
Publisher: Edward Elgar Publishing
Total Pages: 263
Release: 2018
Genre: Doctor of philosophy degree
ISBN: 1786437023

Technology plays a significant role in doctoral leadership studies providing a channel for teaching, learning, research, and administrative processes. Advancing Doctoral Leadership Education Through Technology addresses the growing need for universities to explore, revise, and develop the content and delivery of doctoral leadership education. A growing number of programs and the more recent inclusion of leadership courses within varied postgraduate disciplines illustrates the rising interest in doctoral leadership education. Advances in technology provide a vehicle to deliver content and information to a wide array of learners, therefore it is time to ask questions about the benefits, challenges and needed solutions to prepare for the future design and delivery of leadership education. This book offers valuable information for faculty and administrators responsible for developing and delivering doctoral studies through technology in order to provide access, convenience, enriched learning, and to create new pathways to achieve a doctorate. Professors working in a classroom-based, or primarily in virtual environments, or in a hybrid of both could also benefit from reading this book. Doctoral students engaged in completing their dissertations and research projects will also find a wealth of information related to higher education teaching, learning, and technology.

Invisible Learning

Invisible Learning
Author: David Franklin
Publisher: Independently Published
Total Pages: 326
Release: 2020-11-28
Genre:
ISBN:

Invisible Learning reveals the secrets behind one of Harvard's most successful statistics courses. Dan Levy is famous at Harvard for his inclusive learning environment, which leaves students feeling not just confident about using statistics in the real world, but also seen, heard and loved. Written from the perspective of the student, the book is a fly-on-the-wall case study of the course. It argues that the learning environment is composed of invisible bonds between students and teacher, and considers how he strengthens those bonds and uses them to maximise learning. It seeks to answer the question, asked by students and Harvard faculty alike: "How does he do it?"