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Stats with Cats: The Domesticated Guide to Statistics, Models, Graphs, and Other Breeds of Data Analysis, by Charles Kufs
Download Ebook Stats with Cats: The Domesticated Guide to Statistics, Models, Graphs, and Other Breeds of Data Analysis, by Charles Kufs
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When you took statistics in school, your instructor gave you specially prepared datasets, told you what analyses to perform, and checked your work to see if it was correct. Once you left the class, though, you were on your own. Did you know how to create and prepare a dataset for analysis? Did you know how to select and generate appropriate graphics and statistics? Did you wonder why you were forced to take the class and when you would ever use what you learned? That's where Stats with Cats can help you out. The book will show you:
- How to decide what you should put in your dataset and how to arrange the data.
- How to decide what graphs and statistics to produce for your data.
- How you can create a statistical model to answer your data analysis questions.
The book also provides enough feline support to minimize any stress you may experience.
Charles Kufs has been crunching numbers for over thirty years, first as a hydrogeologist, and since the 1990s as a statistician. He is certified as a Six Sigma Green Belt by the American Society for Quality. He currently works as a statistician for the federal government and he is here to help you.
- Sales Rank: #760275 in Books
- Brand: Brand: Wheatmark
- Published on: 2011
- Original language: English
- Number of items: 1
- Dimensions: 10.00" h x .78" w x 7.01" l, 1.45 pounds
- Binding: Paperback
- 376 pages
- Used Book in Good Condition
Most helpful customer reviews
5 of 5 people found the following review helpful.
Makes sense of statistics
By dd53
Someone who puts random pictures of cats in a book about statistics just has to have a sense of humor. Charles Kufs does: a vein of light humor runs through this book, along with a "regular person" writing style and lots of examples and analogies based on everyday situations that make technical concepts easy to understand and relate to. That's important because the concepts and techniques in this book go beyond the basics. Kufs says the book is intended as a "Statistics 101.5" to help people who need to use statistics--but aren't statisticians--actually apply and effectively use what they learned (or are learning) in Statistics 101. I wish I'd had this book when I was struggling with statistics for my undergradate degree. I think they would have made a lot more sense. Kufs goes beyond the classroom, presenting practical and realistic approaches to using statistics in real projects, the way an expert friend sitting next to you would, and he covers everything from the basic concepts to planning and managing projects to evaluating other people's statistical reports. If you're looking for help and advice to actually understand and use statistics, get Stats with Cats. Even if you aren't a cat lover.
3 of 3 people found the following review helpful.
Proof that stats can be interesting
By Sandro Saitta
A few months ago, I discovered the blog Stats with Cats, written by Charles Kufs. He recently (beginning of 2011) wrote a book about statistics with the same name as his blog. The book is a journey in the world of statistics and data analysis. The focus of the book is not on the technical aspects of statistics but rather how they are used in every day projects. The book can be easily read from the beginning till the end and is very didactic. It's like a story which teaches you how to deal with data analysis.
The first part of the book introduces statistics by explaining data, samples, variables, file formats and many other topics. The second part is about the planning and management of data analysis projects. It's particularly interesting for consultant in data analysis and data mining. In the third part, the author explains variable selection, sampling and variance among others. The next part deals with data quality and descriptive statistics. In the fifth part, you will learn everything you need to know about models. The last part will help you applying your knowledge in your job.
The book contains several advices for consultant as well as data analysis project manager. It also contains a lot of useful tables: checklist for variables, variance control techniques, top ten flaws in data analyses, etc. Screenshots of Excel, SPSS, Statistica are often given. Other tools such as SAS are also mentioned. I'm just surprised of the few mention (one I think) of MATLAB which is a rather important and powerful tool for data analysis.
To conclude, the book is rather... excellent! If you're a beginner, this book will provide you with the tips and tricks you really need to know about data analysis. If you're an experienced data analyst, it will still bring you advices in consulting and highlight issues about communicating statistics. With his book, Charles Kufs has succeeded in several ways. First, stats are not boring! More than that, it will bring you through a pleasant journey in the world of data analysis. Second, he has an amazing number of relevant quotes. And third, he mixes statistics with cats!
3 of 3 people found the following review helpful.
Don't do modeling without it
By Boring Accountant
Phenomenal book. If you do any type of statistical analysis, you need this book. It will help you choose the type of model to do the analysis, the method of data collection, and the methods of data-scrubbing (Did you know you will spend the vast majority of your time collecting and scrubbing your data (preparing for analysis) vs actually doing the analysis?). It also discusses the pitfalls of all methods of collection, scrubbing, and analysis.
If you don't routinely do analysis, get this book and start doing it! It will probably save you aggravation and misplaced effort in your job, dispel preconceived notions, and possibly help your career.
It is very understandable and doesn't get caught up in jargon. It reads more like a humorous editorial column than a professional journal.
I just bought two additional copies for some family members going off to college for help with their intro stat-classes.
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