{"product_id":"think-stats-by-allen-b-downey","title":"Think Stats by Allen B. Downey","description":"\u003cp\u003e\u003cspan\u003eIf you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eBy working with a single case study throughout this thoroughly revised book, you’ll learn the entire process of exploratory data analysis—from collecting data and generating statistics to identifying patterns and testing hypotheses. You’ll explore distributions, rules of probability, visualization, and many other tools and concepts.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eNew chapters on regression, time series analysis, survival analysis, and analytic methods will enrich your discoveries.\u003c\/span\u003e\u003c\/p\u003e\n\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDevelop an understanding of probability and statistics by writing and testing code\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eRun experiments to test statistical behavior, such as generating samples from several distributions\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eUse simulations to understand concepts that are hard to grasp mathematically\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eImport data from most sources with Python, rather than rely on data that’s cleaned and formatted for statistics tools\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eUse statistical inference to answer questions about real-world data\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Book Lovers BD","offers":[{"title":"Paperback","offer_id":55155968213283,"sku":null,"price":330.0,"currency_code":"BDT","in_stock":true},{"title":"Hardcover","offer_id":55155968246051,"sku":null,"price":460.0,"currency_code":"BDT","in_stock":true},{"title":"eBook","offer_id":55155968278819,"sku":null,"price":150.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0954\/5872\/2083\/files\/rn-image_picker_lib_temp_8939eac7-65c1-48c3-8c6e-6cd1c57f4692.jpg?v=1779860369","url":"https:\/\/www.bookloversbd.shop\/products\/think-stats-by-allen-b-downey","provider":"Book Lovers BD","version":"1.0","type":"link"}