{"id":26,"date":"2021-02-21T09:33:28","date_gmt":"2021-02-21T09:33:28","guid":{"rendered":"https:\/\/bcisnotes.com\/fourthsemester\/?page_id=26"},"modified":"2021-04-22T08:10:38","modified_gmt":"2021-04-22T08:10:38","slug":"data-analysis-and-modeling","status":"publish","type":"page","link":"https:\/\/bcisnotes.com\/fourthsemester\/data-analysis-and-modeling\/","title":{"rendered":"Data Analysis and Modeling"},"content":{"rendered":"<p>Here, on this page, you can find the brief notes of Data Analysis and Modeling according to the syllabus of Pokhara University.<\/p>\n<p>You can easily access them by clicking the links below for the notes of Data Analysis and Modeling according to the syllabus of Pokhara University.<\/p>\n<h3><strong>Unit I Simple Correlation and Regression Models:\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/h3>\n<p><strong><em>C<\/em><em>orrelation: <\/em><\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/simple-correlation\/\" target=\"_blank\" rel=\"noopener\">Meaning, Scatterplot, \u00a0Karl \u00a0Pearson \u00a0correlation \u00a0coefficient, Test of the correlation coefficient\u00a0<\/a><\/li>\n<\/ul>\n<p><strong><em>Simple Linear Regression: <\/em><\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/simple-regression-analysis\/\" target=\"_blank\" rel=\"noopener\">Statistical \u00a0model, Least \u00a0square\u00a0 \u00a0regression-\u00a0 \u00a0assumptions, The standard error\u00a0 \u00a0of\u00a0 \u00a0estimate<\/a><\/li>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/confidence-interval\/\" target=\"_blank\" rel=\"noopener\">Coefficient of determination, Residual Analysis, Testing of the regression coefficient<\/a><\/li>\n<\/ul>\n<h3><strong>Unit II Multiple Regression Models:<\/strong><\/h3>\n<p><strong>P<\/strong><strong>r<\/strong><strong>e<\/strong><strong>d<\/strong><strong>icting One Factor from Several Others\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/multiple-regression-analysis\/\" target=\"_blank\" rel=\"noopener\">Multiple regression model, The standard error of estimate, Coefficient of determination, Significance of regression \u00a0model<\/a><\/li>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/measure-of-variation-in-the-multiple-regression-model\/\" target=\"_blank\" rel=\"noopener\">The measure of variation in the multiple regression model<\/a><\/li>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/analysis-of-variance-table-anova-table-data-analysis-and-modeling-bcisnotes\/\" target=\"_blank\" rel=\"noopener\">ANOVA- Table<\/a><\/li>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/dummy-variables\/\">Dummy Variables<\/a><\/li>\n<\/ul>\n<h3><strong>Unit III Index Number and its Construction Models\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/h3>\n<ul>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/index-number\/\" target=\"_blank\" rel=\"noopener\">Introduction, \u00a0Definition of an index number, \u00a0Uses of an index number, \u00a0Types of an index number,<\/a><\/li>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/method-of-index-number\/\" target=\"_blank\" rel=\"noopener\">Methods of constructing index number, Base shifting, Deflation, Cost of living index.<\/a><\/li>\n<\/ul>\n<h3><strong>Unit IV Time Series and Forecasting Models\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/h3>\n<ul>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/time-series-analysis\/\" target=\"_blank\" rel=\"noopener\">Time series<\/a><\/li>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/forecasting\/\">Forecasting<\/a><\/li>\n<\/ul>\n<h3><strong>Unit V: Introduction to Optimization Models\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/h3>\n<p><em>Review of Linear Programming Model:<\/em><\/p>\n<ul>\n<li>Problem formulation, Graphical solution<\/li>\n<li>special cases, Duality in LP<\/li>\n<\/ul>\n<p><em>T<\/em><em>ransportation Model: <\/em><\/p>\n<ul>\n<li>Initial Solution (Vogel\u2019s Approximation Method), Final Solution<\/li>\n<\/ul>\n<p><em>Assignment Model: <\/em><\/p>\n<ul>\n<li>Optimum Solution (Hungarian Method)<\/li>\n<\/ul>\n<h3><strong>Unit VI: Network Models\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0<\/strong><\/h3>\n<ul>\n<li><a href=\"https:\/\/bcisnotes.com\/fourthsemester\/network-models\/\" target=\"_blank\" rel=\"noopener\">Introduction, Network Diagram, Project Evaluation, and Review Technique (PERT), Probability Estimate in PERT Analysis, Critical Path Method (CPM)<\/a>.<\/li>\n<\/ul>\n<p>If you liked our content HTML Editor, then Please don\u2019t forget to connect with us through our social media sites. Facebook:\u00a0<a href=\"https:\/\/www.facebook.com\/bcisnotes\" target=\"_blank\" rel=\"noopener\">Bcis Notes<\/a>, Instagram:\u00a0<a href=\"https:\/\/www.instagram.com\/online_notes_nepal\/\">@bcisnotes,<\/a> and Twitter:<a href=\"https:\/\/twitter.com\/OnlineNoteNepal\">@<\/a><a href=\"https:\/\/twitter.com\/BcisNotes\" target=\"_blank\" rel=\"noopener\">bcisnotes<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>Here, on this page, you can find the brief notes of Data Analysis and Modeling according to the syllabus of Pokhara University. 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