{"product_id":"probability-and-conditional-expectation","title":"Probability and Conditional Expectation","description":"\u003cp\u003e\u003ci\u003eProbability and Conditional Expectations \u003c\/i\u003ebridges the gap between books on probability theory and statistics by providing the probabilistic concepts estimated and tested in analysis of variance, regression analysis, factor analysis, structural equation modeling, hierarchical linear models and analysis of qualitative data. The authors emphasize the theory of conditional expectations that is also fundamental to conditional independence and conditional distributions.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eProbability and Conditional Expectations\u003c\/i\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003ePresents a rigorous and detailed mathematical treatment of probability theory focusing on concepts that are fundamental to understand what we are estimating in applied statistics.\u003c\/li\u003e\n\u003cli\u003eExplores the basics of random variables along with extensive coverage of measurable functions and integration.\u003c\/li\u003e\n\u003cli\u003eExtensively treats conditional expectations also with respect to a conditional probability measure and the concept of conditional effect functions, which are crucial in the analysis of causal effects.\u003c\/li\u003e\n\u003cli\u003eIs illustrated throughout with simple examples, numerous exercises and detailed solutions.\u003c\/li\u003e\n\u003cli\u003eProvides website links to further resources including videos of courses delivered by the authors as well as R code exercises to help illustrate the theory presented throughout the book.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54231903535448,"sku":"9781119243526","price":98.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781119243526.jpg?v=1771345824","url":"https:\/\/agendabookshop.com\/products\/probability-and-conditional-expectation","provider":"Agenda Bookshop","version":"1.0","type":"link"}