Probability Foundation for Electrical Engineers

Probability Foundation for Electrical Engineers

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Mod-01 Lec-01 INTRODUCTION

1 of 49

1 of 49

Mod-01 Lec-01 INTRODUCTION

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Probability Foundation for Electrical Engineers

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  1. 1 Mod-01 Lec-01 INTRODUCTION
  2. 2 Mod-01 Lec-02 CARDINALITY AND COUNTABILITY-1
  3. 3 Mod-01 Lec-03 CARDINALITY AND COUNTABILITY-2
  4. 4 Mod-01 Lec-04 PROBABILITY SPACES-1
  5. 5 Mod-01 Lec-05 PROBABILITY SPACES-2
  6. 6 Mod-01 Lec-06 PROPERTIES OF PROBABILITY MEASURES
  7. 7 Mod-01 Lec-07 DISCRETE PROBABILITY SPACES
  8. 8 Mod-01 Lec-08 GENERATED Σ-ALGEBRA, BOREL SETS
  9. 9 Mod-01 Lec-09 BOREL SETS AND LEBESGUE MEASURE-1
  10. 10 Mod-01 Lec-10 BOREL SETS AND LEBESGUE MEASURE-2
  11. 11 Mod-01 Lec-11 THE INFINITE COIN TOSS MODEL
  12. 12 Mod-01 Lec-12 CONDITIONAL PROBABILITY AND INDEPENDENCE
  13. 13 Mod-01 Lec-13 INDEPENDENCE CONTD.
  14. 14 Mod-01 Lec-14 THE BOREL-CANTELLI LEMMAS
  15. 15 Mod-01 Lec-15 RANDOM VARIABLES
  16. 16 Mod-01 Lec-16 CUMULATIVE DISTRIBUTION FUNCTION
  17. 17 Mod-01 Lec-17 TYPES OF RANDOM VARIABLES
  18. 18 Mod-01 Lec-18 CONTINUOUS RANDOM VARIABLES
  19. 19 Mod-01 Lec-19 CONTINUOUS RANDOM VARIABLES (CONTD.) AND SINGULAR RANDOM VARIABLES
  20. 20 Mod-01 Lec-20 SEVERAL RANDOM VARIABLES
  21. 21 Mod-01 Lec-21 INDEPENDENT RANDOM VARIABLES-1
  22. 22 Mod-01 Lec-22 INDEPENDENT RANDOM VARIABES-2
  23. 23 Mod-01 Lec-23 JOINTLY CONTINUOUS RANDOM VARIABLES
  24. 24 Mod-01 Lec-24 TRANSFORMATION OF RANDOM VARIABLES-1
  25. 25 Mod-01 Lec-25 TRANSFORMATION OF RANDOM VARIABLES-2
  26. 26 Mod-01 Lec-26 TRANSFORMATION OF RANDOM VARIABLES-3
  27. 27 Mod-01 Lec-27 TRANSFORMATION OF RANDOM VARIABLES-4
  28. 28 Mod-01 Lec-28 INTEGRATION AND EXPECTATION-1
  29. 29 Mod-01 Lec-29 INTEGRATION AND EXPECTATION-2
  30. 30 Mod-01 Lec-30 PROPERTIES OF INTEGRALS
  31. 31 Mod-01 Lec-31 MONOTONE CONVERGENCE THEOREM
  32. 32 Mod-01 Lec-32 EXPECTATION OF DICRETE RANDOM VARIABLES, EXPECTATION OVER DIFFERENT SPACES
  33. 33 Mod-01 Lec-33 EXPECTATION OF DICRETE RANDOM VARIABLES
  34. 34 Mod-01 Lec-34 FATOU’S LEMMA & DOMINATED CONVERGENCE THEOREM
  35. 35 Mod-01 Lec-35 VARIANCE AND COVARIANCE
  36. 36 Mod-01 Lec-36 COVARIANCE, CORRELATION COEFFICIENT
  37. 37 Mod-01 Lec-37 CONDITIONAL EXPECTATION
  38. 38 Mod-01 Lec-38 MMSE ESTIMATOR, TRANSFORMS
  39. 39 Mod-01 Lec-39 MOMENT GENERATING FUNCTION
  40. 40 Mod-01 Lec-40 CHARACTERISTIC FUNCTION – 1
  41. 41 Mod-01 Lec-41 CHARACTERISTIC FUNCTION – 2
  42. 42 Mod-01 Lec-42 CONCENTRATION INEQUALITIES
  43. 43 Mod-01 Lec-43 CONVERGENCE OF RANDOM VARIABLES – 1
  44. 44 Mod-01 Lec-44 CONVERGENCE OF RANDOM VARIABLES – 2
  45. 45 Mod-01 Lec-45 CONVERGENCE OF RANDOM VARIABLES – 3
  46. 46 Mod-01 Lec-46 CONVERGENCE OF CHARCTERISTIC FUNCTIONS, LIMIT THEOREMS
  47. 47 Mod-01 Lec-47 THE LAWS OF LARGE NUMBERS
  48. 48 Mod-01 Lec-48 THE CENTRAL LIMIT THEOREM
  49. 49 Mod-01 Lec-49 A BRIEF OVERVIEW OF MULTIVARIATE GAUSSIANS

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