'THE LAWS OF LARGE NUMBERS' Video Lecture

THE LAWS OF LARGE NUMBERS

  • Course: Probability Foundation for Electrical Engineers
  • Discipline: Electrical Engineering
  • Faculty: Dr. Krishna Jagannathan
  • Institute: IIT Madras

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    Course Video Lectures INTRODUCTION CARDINALITY AND COUNTABILITY-1 CARDINALITY AND COUNTABILITY-2 PROBABILITY SPACES-1 PROBABILITY SPACES-2 PROPERTIES OF PROBABILITY MEASURES DISCRETE PROBABILITY SPACES GENERATED σ-ALGEBRA, BOREL SETS BOREL SETS AND LEBESGUE MEASURE-1 BOREL SETS AND LEBESGUE MEASURE-2 THE INFINITE COIN TOSS MODEL CONDITIONAL PROBABILITY AND INDEPENDENCE INDEPENDENCE CONTD. THE BOREL-CANTELLI LEMMAS RANDOM VARIABLES CUMULATIVE DISTRIBUTION FUNCTION TYPES OF RANDOM VARIABLES CONTINUOUS RANDOM VARIABLES CONTINUOUS RANDOM VARIABLES (CONTD.) AND SING.. SEVERAL RANDOM VARIABLES INDEPENDENT RANDOM VARIABLES-1 INDEPENDENT RANDOM VARIABES-2 JOINTLY CONTINUOUS RANDOM VARIABLES TRANSFORMATION OF RANDOM VARIABLES-1 TRANSFORMATION OF RANDOM VARIABLES-2 TRANSFORMATION OF RANDOM VARIABLES-3 TRANSFORMATION OF RANDOM VARIABLES-4 INTEGRATION AND EXPECTATION-1 INTEGRATION AND EXPECTATION-2 PROPERTIES OF INTEGRALS MONOTONE CONVERGENCE THEOREM EXPECTATION OF DICRETE RANDOM VARIABLES, EXPE.. EXPECTATION OF DICRETE RANDOM VARIABLES FATOU'S LEMMA & DOMINATED CONVERGENCE THEOREM VARIANCE AND COVARIANCE COVARIANCE, CORRELATION COEFFICIENT CONDITIONAL EXPECTATION MMSE ESTIMATOR, TRANSFORMS MOMENT GENERATING FUNCTION CHARACTERISTIC FUNCTION - 1 CHARACTERISTIC FUNCTION - 2 CONCENTRATION INEQUALITIES CONVERGENCE OF RANDOM VARIABLES - 1 CONVERGENCE OF RANDOM VARIABLES - 2 CONVERGENCE OF RANDOM VARIABLES - 3 CONVERGENCE OF CHARCTERISTIC FUNCTIONS, LIMIT.. THE LAWS OF LARGE NUMBERS THE CENTRAL LIMIT THEOREM A BRIEF OVERVIEW OF MULTIVARIATE GAUSSIANS
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