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Statistics for People Who (Think They) Hate Statistics

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Written for people who want to learn or brush-up on the basics of statistics but question their abilities, this book offers a step-by-step introduction to the topic. The book begins with an introduction to the language of statistics and then covers descriptive statistics and inferential statistics. Throughout, the author offers - Difficulty Rating Index for each chapter′s material - Tips for doing and thinking about a statistical technique - Top tens for everything from the best ways to create a graph to the most effective techniques for data collection - Steps that break techniques down into a clear sequence of procedures - SPSS tips for executing each major statistical technique - Practice exercises at the end of each chapter, followed by worked out solutions. The book concludes with a statistical software sampler and a description of the best Internet sites for statistical information and data resources. Readers also have access to a website for downloading data that they can use to practice additional exercises from the book. Students and researchers will appreciate the book′s unhurried pace and thorough, friendly presentation.

408 pages, Paperback

First published April 11, 2000

239 people are currently reading
733 people want to read

About the author

Neil J. Salkind

146 books7 followers

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5 stars
209 (27%)
4 stars
249 (33%)
3 stars
184 (24%)
2 stars
69 (9%)
1 star
36 (4%)
Displaying 1 - 30 of 76 reviews
Profile Image for Terra.
34 reviews
August 8, 2014
well now I know, i definitely hate statistics.
Profile Image for Felicia.
48 reviews2 followers
April 6, 2008
I am (trying to) read this book for my very last class, Analytical Methods, in my MPA program. If I can successfully slog through this book, and regurgitate enough of it to be understood at at least a B level, I will be diplomaed.

I HATE this book. I hate administration. I hate statistics and taking things that are interesting and reducing them to mathematical formulas and representing them with greek and roman letters. I live in the Bay Area now and I want to be exploring this grand new place and instead I lug this dead albatross of a book around with me everywhere I go and sometimes sit down with it and fall asleep. Ugh. Why didn't I enroll in clown school?

Profile Image for Ed Barton.
1,303 reviews
March 24, 2020
I've now completed some 21 credit hours of stats between grad and undergrad - and this is the best, most approachable textbook I have ever used. Will you be a statistician after reading and using this book? Nope. But, you will have enough of a working knowledge of statistics to conduct basic research, interpret statistical information and methods at a basic level, and as an added bonus, get three chapters of useful resources and tools. Written in a very non-textbook way, it is what the undergrad or high school student required to take stats should get in their intro course. A great intro text.
Profile Image for Petty Lisbon .
369 reviews3 followers
October 31, 2019
I read this book because I wanted to learn some new skills and was not disappointed. I appreciated that they mentioned Excel in the title because let's be real, that's what most of us were looking for. I've taken Stats before and didn't have the best time in it but this book made me vaguely understand everything. It was low key annoying if you don't practice on a computer while reading it but that's there in the title. The author was casual enough in his tone and gave a lot of free resources at the end which was helpful. I appreciated that he seemed to respect the social sciences.
Profile Image for Lisa J.olsen.
51 reviews5 followers
August 11, 2011
I think the only people who really think statistics in more than OK, is either a math teacher or a mathematician.
Profile Image for Gissele Sosa.
61 reviews
July 16, 2024
Actually really helpful textbook. Helped me significantly in getting a grasp on the content of my course!
39 reviews6 followers
March 15, 2009
This is a book largely aimed at undergraduate college students taking statistics for the first time. While one can appreciate the author's intent to add levity to an otherwise dull subject, sometimes he crosses the line and is condescending. He sets the knowledge bar too low. The most helpful aspect of the book is that it has an easy to understand chart which helps you decide which statistical test to run in various situations.
Profile Image for Bailey Jones.
50 reviews2 followers
July 1, 2024
still hate statistics, but just a little bit less.
Author 6 books1 follower
December 8, 2015
It's a lot easier to read than most textbooks. The author at least tries to be funny and a little bit interesting. I guess if statistics or math in general just aren't your thing then you'll hate reading the textbook no matter what. But for those of us freaks of nature who actually kind of like math but find academic reading thoroughly boring, this is pretty good and clearly explains everything.
1 review
September 1, 2020
A Masterful Work!

Besides being extremely student centered and user friendly, the authors poured their heart and soul into this work. It's far more than merely an excellent text book. These guys get it when it comes to combining teaching, effort, and empathy in order to achieve student learning. They left no stone unturned and stamped their signatures upon enduring excellence!
Profile Image for Tiffany.
Author 3 books10 followers
April 2, 2021
I never thought I would read a statistics book. However, when you're in a doctoral program, statistical analysis books become a part of your repertoire. Surprisingly, this book lives up to its title. It truly does make statistical concepts easier to grasp and understand. I enjoyed working through the material.
Profile Image for Mark Attew.
6 reviews3 followers
January 8, 2012
An easy read for the graduate student with some (but not much) exposure to statistics. Good tutorials on using Excel for data analysis although you'll need to go elsewhere if you're going to use SPSS.
Profile Image for Jean.
8 reviews
Read
December 15, 2020
Read it for a grad course as a required text, I had to supplement it with scholarly work to have deeper understanding. Fine for those who don't need a medium to deep dive.
10 reviews
November 3, 2023
This review is based on the 5th edition.

Pretty good intro to statistics especially if you just want an good overview of the basics.

One thing i would say is that this book is written directly to undergraduates taking their 1st class in statistics. The author makes references to the reader being a student multiple times in the text, which feels kind of weird. I feel like it would have been better just to assume the reader is a statistics beginner rather than a subset of undergrads.

I'd recommend this book if you are really starting from no knowledge of statistics, however i am also reading "Fundamental Statistics for the Behavioral Sciences" by David C. Howell and i feel that it is a much more well rounded book.
Profile Image for Sanaa.
73 reviews1 follower
May 29, 2025
الكتاب عبارة عن مقدمة مبسطة للمفاهيم الأساسية في الإحصاء، مثل
الوسط، الوسيط، والانحراف المعياري
مفهومي الصدق والثبات (Reliability and Validity)
كيفية صياغة الفرضيات في البحث
مقاييس تتبع التوزيع الطبيعي (Bell Curve)
ومقاييس لا تتبع هذا التوزيع

قرأت هذا الكتاب لأتجاوز مشاعري السلبية تجاه الإحصاء، خاصةً أنني رسبت في هذه المادة سابقًا في الجامعة، الكتاب كان خفيف ومناسب للمبتدئين، وركز على شرح الأساسيات بطريقة صحيحة ومبسطة، بحيث يساعدك في بناء قاعدة قوية إذا كنت مهتم بالاحصاء
أكثر شيء مفيد في الكتاب هو التمارين الموجودة في نهاية كل قسم والتي تساعدك في اختبار فهمك للمحتوى

أنصح به لأي شخص يشعر أن الإحصاء صعب أو عنده رهبة منه
2,934 reviews261 followers
March 2, 2019
This is a fairly helpful book that breaks down some statistical concepts.

As someone who doesn't have a background in statistics I appreciate that the chapters are largely in layterms and each variable is labeled for the presented equations. That being said there sometimes isn't a lot of explanation or examples of what an equation is used for or what a concept is.

This book has been helpful in collaboration with other stats books.
Profile Image for Krys.
41 reviews16 followers
February 18, 2019
Five stars for providing readers with an engaging introduction to statistics; I will likely use this when teaching. Minus one star for neglecting to include a disclaimer; nothing while learning about statistics will teach an individual how to properly calculate ingredient substitutions in recipes for delicious baked goods.
37 reviews2 followers
July 19, 2019
Great job for introducing and brushing up on stats. Most everything is easy to follow with solid examples, steps and real world application. The humor is much appreciated and comes off as genuine. I appreciated the rating system in difficulty as a light hearted way to plan ahead for how much time I would need to muddle through the material
Profile Image for Lia.
Author 3 books24 followers
Read
October 5, 2020
It was well-written for the most part, but my online edition, through Pearson/VitalSource, was riddled with editing errors like answers in the answer key that didn't even match the question from the Practice sections, or a section that would just end mid-sentence. It was a bit of a mess, that way. I don't recommend Pearson for textbooks, at all. I always have a bad experience with their products.
Profile Image for Stef.
6 reviews32 followers
April 3, 2019
You know what? I still hate statistics!

This book was utilized in an undergraduate Statistics for Food/Agriculture course. Combined with a poor quality professor and terribly uninspired lectures, this book confirmed I DO hate statistics.
19 reviews
December 20, 2021
The first stats book that actally made me like stats! I had always struggled and found statistics an abstract and difficult subject. This book helped me understand them and even enjoy them! It only has the basics though, but totally worth a read!
Profile Image for Sharon.
29 reviews1 follower
December 12, 2022
I used this as a reference book recommended by one of my professors as supplemental reading for a doctoral level nursing inferential statistics class. I found the explanations to be too basic to meet my needs and some statistical terms/concepts I was looking for weren't even listed in the index.
Profile Image for Kaleb.
314 reviews1 follower
November 27, 2025
For me this was a simple way to get introduced into the complex world of statistics. Although I didn’t get to use SPSS, I was able to understand the concepts of each chapter without too much confusion. I got an A in the class.
Profile Image for Gretchen.
461 reviews
November 23, 2017
I got this book to help me in a graduate class. Reading it was super helpful and it was easy to understand. I also liked how it referenced SPSS and not Excel.
Profile Image for Brooke.
27 reviews
November 30, 2017
If you have to read a book about statistics this is the one to read. Very understandable and entertaining.
Profile Image for Sarah.
11 reviews
February 25, 2021
Read for an advanced degree, useful for class purposes.
Profile Image for Jessa Bame.
43 reviews
February 25, 2021
I was grateful my teacher chose this book. It wasn't always as clear as I needed it to be but it made the class better and I actually passed instead of failing like I was afraid of.
Displaying 1 - 30 of 76 reviews

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