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                                00:00
                                1.
                                
A Digression to Large Sample Theory And Maximum Likelihood Estimator
                             - 
                                
                                02:30
                                2.
                                
Convergence
                             - 
                                
                                13:33
                                3.
                                
Useful Results
                             - 
                                
                                18:01
                                4.
                                
Useful Results
                             - 
                                
                                18:12
                                5.
                                
Useful Results
                             - 
                                
                                18:20
                                6.
                                
Useful Results
                             - 
                                
                                18:21
                                7.
                                
Law of Large Number
                             - 
                                
                                18:21
                                8.
                                
Useful Results
                             - 
                                
                                19:00
                                9.
                                
Law of Large Number
                             - 
                                
                                26:10
                                10.
                                
Consistency of LS Estimator
                             - 
                                
                                26:16
                                11.
                                
Law of Large Number
                             - 
                                
                                26:21
                                12.
                                
Consistency of LS Estimator
                             - 
                                
                                30:10
                                13.
                                
Law of Large Number
                             - 
                                
                                30:27
                                14.
                                
Consistency of LS Estimator
                             - 
                                
                                30:40
                                15.
                                
Central Limit Theorem
                             - 
                                
                                30:42
                                16.
                                
Consistency of LS Estimator
                             - 
                                
                                30:54
                                17.
                                
Law of Large Number
                             - 
                                
                                31:47
                                18.
                                
Consistency of LS Estimator
                             - 
                                
                                32:29
                                19.
                                
Central Limit Theorem
                             - 
                                
                                32:59
                                20.
                                
Consistency of LS Estimator
                             - 
                                
                                33:00
                                21.
                                
Law of Large Number
                             - 
                                
                                33:06
                                22.
                                
Consistency of LS Estimator
                             - 
                                
                                33:07
                                23.
                                
Central Limit Theorem
                             - 
                                
                                33:33
                                24.
                                
Consistency of LS Estimator
                             - 
                                
                                33:33
                                25.
                                
Law of Large Number
                             - 
                                
                                35:52
                                26.
                                
Consistency of LS Estimator
                             - 
                                
                                35:54
                                27.
                                
Central Limit Theorem
                             - 
                                
                                35:58
                                28.
                                
Consistency of LS Estimator
                             - 
                                
                                35:59
                                29.
                                
Law of Large Number
                             - 
                                
                                36:01
                                30.
                                
Useful Results
                             - 
                                
                                36:02
                                31.
                                
Law of Large Number
                             - 
                                
                                36:05
                                32.
                                
Useful Results
                             - 
                                
                                36:06
                                33.
                                
Useful Results
                             - 
                                
                                36:07
                                34.
                                
Useful Results
                             - 
                                
                                36:08
                                35.
                                
Law of Large Number
                             - 
                                
                                36:08
                                36.
                                
Consistency of LS Estimator
                             - 
                                
                                37:53
                                37.
                                
Central Limit Theorem
                             - 
                                
                                38:26
                                38.
                                
Maximum Likelihood Estimation
                             - 
                                
                                38:28
                                39.
                                
Central Limit Theorem