{"product_id":"hypothesis-testing-an-intuitive-guide-for-making-data-driven-decisions-9781735431154","title":"Hypothesis Testing: An Intuitive Guide for Making Data Driven Decisions","description":"\u003cp\u003e • Author(s): Jim Frost\u003cbr\u003e • Publisher: Statistics by Jim Publishing\u003cbr\u003e • Publisher Imprint: Statistics by Jim Publishing\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\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","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46319473262743,"sku":"9781735431154","price":2429.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781735431154.webp?v=1768683785","url":"https:\/\/atlanticbooks.com\/products\/hypothesis-testing-an-intuitive-guide-for-making-data-driven-decisions-9781735431154","provider":"Atlantic Books","version":"1.0","type":"link"}