Significant Statistics signifi3_mw19499 https://significantstatistics.com/index.php/Graduate_Level:_Intro_to_Probability_and_Statistics MediaWiki 1.34.2 first-letter Media Special Talk User User talk Significant Statistics Significant Statistics talk File File talk MediaWiki MediaWiki talk Template Template talk Help Help talk Category Category talk 0 666 1188 2019-09-06T19:57:12Z Foojt 1 Created page with "__NOTOC__ = Lecture Notes = <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">01</font></t..." wikitext text/x-wiki __NOTOC__ = Lecture Notes = <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">01</font></td> <td>'''Probability Theory, Probability Space, Random Variables, Cumulative Distribution Function'''<br>([[Lecture 1._A)_Sample_Space|section-by-section]] | [[Full_Lecture_1 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">10</font></td> <td>'''Finding UMVU Estimators, Complete Statistics, Cramér-Rao Lower Bound'''<br>([[Lecture_10._A)_Finding_UMVU_Estimators|section-by-section]] | [[Full_Lecture_10 |single page]]) </td> </tr> </table> </div> </div> <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">02</font></td> <td>'''Random Variables, Leibniz Rule and Transformations of RVs'''<br>([[Lecture_2._A)_Random_Variables_(cont.)|section-by-section]] | [[Full_Lecture_2 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">11</font></td> <td>'''Hypothesis Testing, Power Function, Selecting the Critical Value'''<br>([[Lecture_11._A)_Hypothesis_Testing|section-by-section]] | [[Full_Lecture_11 |single page]]) </td> </tr> </table> </div> </div> <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">03</font></td> <td>'''Expectations of RVs and Moments'''<br>([[Lecture_3._A)_Expected_Value|section-by-section]] | [[Full_Lecture_3 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">12</font></td> <td>'''Hypothesis Testing (cont.), LRT, LM, Wald, Test Equivalence, Test Optimality'''<br>([[Lecture 12. A) Statistical Tests|section-by-section]] | [[Full_Lecture_12 |single page]]) </td> </tr> </table> </div> </div> <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">04</font></td> <td>'''Examples of Distributions'''<br>([[Lecture_4._A)_Distributions|section-by-section]] | [[Full_Lecture_4 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">13</font></td> <td>'''Test Optimality (cont.), 2-sided tests, p-values, Interval Estimation'''<br>([[Lecture 13. A) Test Optimality (cont.)|section-by-section]] | [[Full_Lecture_13 |single page]]) </td> </tr> </table> </div> </div> <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">05</font></td> <td>'''Families of Distributions, Chebychev's Inequality, Multiple Random Variables'''<br>([[Lecture 5. A) Families of Distributions|section-by-section]] | [[Full_Lecture_5 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">14</font></td> <td>'''Convergence, Law of Large Numbers, Central Limit Theorem, Delta Method'''<br>([[Lecture 14. A) Convergence|section-by-section]] | [[Full_Lecture_14 |single page]]) </td> </tr> </table> </div> </div> <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">06</font></td> <td>'''Multiple RVs (cont.), Conditional Moments, LIE, CVI, Covariance and Correlation, Some Inequalities'''<br>([[Lecture 6. A) Multiple Random Variables (cont.)|section-by-section]] | [[Full_Lecture_6 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">15</font></td> <td>'''Asymptotic Properties of ML Estimators'''<br>([[Lecture 15. A) Asymptotic Properties of ML Estimators|section-by-section]] | [[Full_Lecture_15 |single page]]) </td> </tr> </table> </div> </div> <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">07</font></td> <td>'''Random Sample, Statistics, Statistical Inference'''<br>([[Lecture_7._A)_Random_Sample|section-by-section]] | [[Full_Lecture_7 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">16</font></td> <td>'''Bayesian Estimation'''<br>([[Lecture 16. A) Bayesian Inference|section-by-section]] | [[Full_Lecture_16 |single page]]) </td> </tr> </table> </div> </div> <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">08</font></td> <td>'''Point Estimation, Method of Moments, Maximum Likelihood'''<br>([[Lecture_8._A)_Point_Estimation|section-by-section]] | [[Full_Lecture_8 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">17</font></td> <td>'''OLS, Normal Linear Model, Asymptotic Properties'''<br>([[Lecture 17. A) Ordinary Least Squares|section-by-section]] | [[Full_Lecture_17 |single page]]) </td> </tr> </table> </div> </div> <div class="mainpage_row"> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">09</font></td> <td>'''Point Estimation (cont.), Evaluating Estimators, UMVU, Sufficient Statistics, Rao-Blackwell'''<br>([[Lecture_9._A)_Point_Estimation_(cont.)|section-by-section]] | [[Full_Lecture_9 |single page]]) </td> </tr> </table> </div> <div class="mainpage_box"> <table cellspacing="0"> <tr> <td rowspan="2"><font size="40" face="arial">18</font></td> <td>'''Multicollinearity, Partitioned Regression, Gauss-Markov Theorem'''<br>([[Lecture 18. A) Multicollinearity|section-by-section]] | [[Full_Lecture_18 |single page]]) </td> </tr> </table> </div> </div> gut4s7zjcf494pawv7mdpmf9rqx15n3