{"id":7574,"date":"2025-11-15T13:27:01","date_gmt":"2025-11-15T13:27:01","guid":{"rendered":"https:\/\/jecpublication.com\/?post_type=product&#038;p=7574"},"modified":"2025-11-15T13:27:01","modified_gmt":"2025-11-15T13:27:01","slug":"introduction-to-theory-of-statistics","status":"publish","type":"product","link":"https:\/\/jecpublication.com\/index.php\/product\/introduction-to-theory-of-statistics\/","title":{"rendered":"INTRODUCTION TO THEORY OF STATISTICS"},"content":{"rendered":"<p><strong>ISBN:- 978-93-6976-783-0<\/strong><\/p>\n<p><strong>Author:- Dr. Neelam<\/strong><\/p>\n<p><strong>Total Pages:- 197<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This book, Introduction to Theory of Statistics, provides a foundational and advanced<br \/>\nexploration of the core principles that govern statistical analysis. Beginning with Chapter<br \/>\n1: Theory of Probability, the text introduces the fundamental concepts of chance,<br \/>\nrandomness, and the axiomatic foundations of probability that serve as the bedrock of<br \/>\nstatistical reasoning. Chapter 2 delves into Random Variables and Distribution Functions,<br \/>\nemphasizing both discrete and continuous variables and the rules governing their<br \/>\ndistributions. Chapter 3 builds on this by exploring Expectations and Moments, offering<br \/>\ninsight into key statistical measures such as the mean, variance, skewness, and kurtosis,<br \/>\nwhich describe the central tendency and shape of data distributions. Moving forward,<br \/>\nChapter 4 focuses on Distribution Functions, presenting detailed studies of probability<br \/>\ndistributions and their real-world applications. Chapter 5 addresses Continuous<br \/>\nDistributions, introducing vital continuous probability models such as the normal,<br \/>\nexponential, and gamma distributions, which are instrumental in various fields of<br \/>\nresearch and industry. The comprehensive nature of the text is further exemplified in<br \/>\nChapter 6, which covers Joint and Conditional Distributions, Stochastic Independence,<br \/>\nand Advanced Expectations, facilitating a deeper understanding of how random variables<br \/>\ninteract and influence one another. Finally, Chapter 7 discusses Sampling Methods,<br \/>\nSample Mean, and Population Estimation, where the theory meets practical application. It<br \/>\nexamines different sampling techniques, the importance of sample statistics, and how<br \/>\nthese are used to estimate and infer characteristics of larger populations. This chapter<br \/>\nbridges theoretical statistics and empirical analysis, highlighting estimation procedures<br \/>\nand the significance of inferential statistics in research and decision-making. Overall, the<br \/>\nbook is structured to build statistical literacy progressively, supporting learners in<br \/>\ndeveloping both conceptual clarity and applied skills necessary for advanced study and<br \/>\nreal-world data analysis.<\/p>\n","protected":false},"featured_media":7575,"comment_status":"open","ping_status":"closed","template":"","meta":[],"authors":[],"publishers":[],"product_cat":[207],"product_tag":[],"class_list":{"0":"post-7574","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","5":"hentry","6":"product_cat-academic","7":"entry","8":"has-media","10":"owp-thumbs-layout-horizontal","11":"owp-btn-normal","12":"owp-tabs-layout-horizontal","13":"has-no-thumbnails"},"_links":{"self":[{"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/product\/7574","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/comments?post=7574"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/media\/7575"}],"wp:attachment":[{"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/media?parent=7574"}],"wp:term":[{"taxonomy":"authors","embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/authors?post=7574"},{"taxonomy":"publishers","embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/publishers?post=7574"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/product_cat?post=7574"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/product_tag?post=7574"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}