{"id":9333,"date":"2018-08-28T09:24:48","date_gmt":"2018-08-28T09:24:48","guid":{"rendered":"https:\/\/www.inspirenignite.com\/jntuh\/?p=9333"},"modified":"2026-05-24T23:31:58","modified_gmt":"2026-05-24T18:01:58","slug":"jntuh-m-tech-2017-2018-r17-detailed-syllabus-applied-statistics","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-m-tech-2017-2018-r17-detailed-syllabus-applied-statistics\/","title":{"rendered":"JNTUH M.Tech 2017-2018 (R17) Detailed Syllabus Applied Statistics"},"content":{"rendered":"Applied Statistics Detailed Syllabus for Geotechnical Engineering M.Tech first year first sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.\r\n\r\nThe detailed syllabus for Applied Statistics M.Tech 2017-2018 (R17) first year first sem is as follows.\r\n\r\nM.Tech. I Year I Sem.\r\n\r\n<strong>Course Objectives:<\/strong> A deep understanding of the most important statistical models and analytical tools for practical analysis of complex data, as well as the ability to analyze new types of problems.\r\n\r\n<strong>Course Outcomes:<\/strong> Upon successful completion of the course, students should be able to apply statistics to a variety of problem from different areas.\r\n\r\n<strong>UNIT-I: Introduction &amp; Sampling Techniques:<\/strong> Histogram, Frequency diagram, Role of Probability and Statistics in Civil Engineering, Skewness; Kurtosis; Definitions and Applications; Simple random sampling; Stratified sampling; Systematic sampling; Sample Size determination; Collection &amp; Presentation of data, Design of Experiment.\r\n\r\n<strong>UNIT-II: Statistical Distributions and Probability :<\/strong> Random Variability, conditional probability, Uniform, Binomial, Poisson, Exponential and Normal distributions; Fitting of distributions; Skewness and Kurtosis, Mean and variance; Chi-square test of goodness-of-fit; lognormal, Beta distribution Probability &#8211; Laws of Probability; Conditional probability and Independent events; Kolmogorov \u2013 Smirnov (K-S test) Laws of expectation.\r\n\r\n<strong>UNIT-III: Regression And Correlation:<\/strong> Linear\/non-Linear and multiple linear correlation analysis, Linear regression and correlation; Multiple correlation; Multiple correlation coefficient; Standard error of estimate; Analysis of Variance; Curvilinear regression;\r\n\r\n<strong>UNIT-IV: Multi-Variate Data Analysis and Exact Sampling Distributions :<\/strong>Types of data; Basic vectors and matrices; Simple estimate of centroid, Standard deviation, Dispersion, Variance and covariance; Correlation matrices; Principal component analysis; Time series analysis. Exact Sampling Distributions &#8211; Chi-square distribution; Students T-distribution;\r\n\r\n<strong>UNIT-V: Tests Of Significance &amp; Confidence Interval Estimation &amp; Statistical Testing \u2013 I &amp; II:<\/strong> Large sample and small sample tests; Tests for single mean, Means of two samples, Proportions, two variances, two observed correlation coefficients, paired T-tests, Applications. Tests Of Significance &amp; Confidence Interval \u2013 Intervals for mean, variance and regression coefficients; Tests of Hypothesis, goodness of fit test.\r\n\r\n<strong>TEXT BOOK<\/strong>\r\n<ul>\r\n \t<li>Haldar, A.S. &amp; Mahadevan,S., Probability, Reliability, Statistical Methods in Engineering Design, John Wiley and Sons Inc., New York, 2007.<\/li>\r\n<\/ul>\r\n<strong>REFERENCES:<\/strong>\r\n<ul>\r\n \t<li>Ang, A.H.S. &amp; Tang, W.H. &#8211; Probability Concepts in Engineering \u2013 Emphasis on Applications to Civil Environmental Engineering, John Wiley and Sons Inc., New York, 2007.<\/li>\r\n \t<li>Fenton, G.A. and Griffiths, D.V. &#8211; Risk Assessment in Geotechnical Engineering, John Wiley and Sons Inc., New York, 2008.<\/li>\r\n \t<li>Montgomery, D.C. and Runger, G.C. \u2013 Applied Statistics<\/li>\r\n<\/ul>\r\nFor all other M.Tech 1st Year 1st Sem syllabus go to <a href=\"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-first-year-first-sem-geotechnical-engineering-for-m-tech-2017-2018-r17-batch\/\">JNTUH M.Tech Geotechnical Engineering 1st Year 1st Sem Course Structure for (R17) Batch.<\/a>\r\n\r\nAll details and yearly new syllabus will be updated here time to time. Subscribe, like us on facebook and follow us on google plus for all updates.\r\n\r\nDo share with friends and in case of questions please feel free drop a comment.\n\n<h2>Download iStudy App (Android &amp; iOS)<\/h2>\n<div style=\"width: 100%;text-align: center;background: #f0f7ff;border: 1px solid #d9e8ff;border-radius: 10px;padding: 12px 10px;margin: 8px 0 12px 0\">\n<p style=\"margin: 0 0 8px 0\">Get instant JNTUH updates, timetables, results, and notices on mobile.<\/p>\n<div style=\"justify-content: center;align-items: flex-start;gap: 24px;flex-wrap: wrap\">\n<div style=\"flex-direction: column;align-items: center;gap: 2px\"><img decoding=\"async\" style=\"height: 54px;width: auto\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" \/>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0<img decoding=\"async\" style=\"height: 80px;width: 80px\" src=\"https:\/\/api.qrserver.com\/v1\/create-qr-code\/?size=120x120&amp;data=https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" alt=\"Android app QR code\" \/><\/div>\n<div>\u00a0<\/div>\n<div style=\"flex-direction: column;align-items: center;gap: 2px\"><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">Android App<\/a><\/div>\n<div>\u00a0<\/div>\n<div style=\"flex-direction: column;align-items: center;gap: 2px\"><img decoding=\"async\" style=\"height: 40px;width: auto\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/3\/3c\/Download_on_the_App_Store_Badge.svg\" alt=\"Download on the App Store\" \/>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0<img decoding=\"async\" style=\"height: 80px;width: 80px\" src=\"https:\/\/api.qrserver.com\/v1\/create-qr-code\/?size=120x120&amp;data=https:\/\/apps.apple.com\/us\/app\/istudy-app-syllabus-papers\/id6478500231\" alt=\"iOS app QR code\" \/><\/div>\n<div>\u00a0<\/div>\n<div style=\"flex-direction: column;align-items: center;gap: 2px\"><a href=\"https:\/\/apps.apple.com\/us\/app\/istudy-app-syllabus-papers\/id6478500231\" target=\"_blank\" rel=\"noopener\">iOS App <\/a><\/div>\n<\/div>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Applied Statistics Detailed Syllabus for Geotechnical Engineering M.Tech first year first sem is covered here. This gives the details about credits, number of hours and other details along with reference [&hellip;]<\/p>\n","protected":false},"author":2259,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[73,62],"tags":[],"class_list":["post-9333","post","type-post","status-publish","format-standard","hentry","category-m-tech","category-syllabus"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/9333","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/users\/2259"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/comments?post=9333"}],"version-history":[{"count":3,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/9333\/revisions"}],"predecessor-version":[{"id":40515,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/9333\/revisions\/40515"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/media?parent=9333"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/categories?post=9333"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/tags?post=9333"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}