{"product_id":"hypothesis-testing-an-intuitive-guide-for-making-data-driven-decisions-paperback","title":"Hypothesis Testing: An Intuitive Guide for Making Data Driven Decisions - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eJim Frost\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eThe world produces more data than ever. Are you ready for it?\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIn today's data-driven world, you hear about making decisions based on data all the time. Hypothesis testing plays a crucial role in that process, whether you're in academia, business, or data science. Without hypothesis tests, you risk making bad decisions.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eChances are high you'll need to understand these tests to analyze your data and evaluate the work of others.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBuild the knowledge for effective hypothesis testing  Know when to use each test, how to use them reliably, and how to interpret the results correctly \u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand why you need hypothesis tests and how they work.\u003c\/li\u003e\n\u003cli\u003eEffectively use significance levels, p-values, confidence intervals.\u003c\/li\u003e\n\u003cli\u003eSelect the correct type of test to answer your question.\u003c\/li\u003e\n\u003cli\u003eLearn how to test means, medians, variances, proportions, distributions, counts, correlations for continuous and categorical data, and find outliers.\u003c\/li\u003e\n\u003cli\u003eOne-Way ANOVA, Two-Way ANOVA, and interaction effects.\u003c\/li\u003e\n\u003cli\u003eCheck assumptions to obtain reliable results.\u003c\/li\u003e\n\u003cli\u003eManage the error rates for false positives and false negatives.\u003c\/li\u003e\n\u003cli\u003eUnderstand sampling distributions, the central limit theorem, and statistical power.\u003c\/li\u003e\n\u003cli\u003eKnow how t-tests, F-tests, chi-squared, and post hoc tests work.\u003c\/li\u003e\n\u003cli\u003eLearn about differences between parametric, nonparametric, and bootstrapping methods.\u003c\/li\u003e\n\u003cli\u003eExamples of many hypothesis tests.\u003c\/li\u003e\n\u003cli\u003eAccess free downloadable datasets so you can try it yourself.\u003c\/li\u003e\n\u003c\/ul\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 382\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.79 x 9 x 6 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e September 17, 2020\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":52493569589555,"sku":"9781735431154","price":44.42,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/TXBoMmFwYW14T0tBMThOK2w3MWJodz09.webp?v=1759957125","url":"https:\/\/www.vysn.com\/products\/hypothesis-testing-an-intuitive-guide-for-making-data-driven-decisions-paperback","provider":"VYSN","version":"1.0","type":"link"}