Exam P topic · 44–50% syllabus weight

Univariate Random Variables

Independently written solutions mapped to this official syllabus topic. Pages appear only after all required checks agree.

Topic orientation

What this topic tests

Univariate Random Variables covers discrete and continuous distributions, density and distribution functions, moments, transformations, insurance payment variables, and percentiles. It is the largest Probability syllabus area and rewards quick recognition of a model’s defining identities.

The exam tests whether a candidate can respect support, normalize a model, choose the correct tail, and connect distribution parameters to the requested quantity. The pages below show those decisions before the arithmetic.

Typical failure modes

  • Integrating or summing outside the variable’s support
  • Confusing a density value with a probability
  • Using the wrong tail or failing to invert a CDF correctly

Published ledger

Verified solutions

Each entry shows its independent calculation record and links to the official source without reproducing protected wording.

  1. SOA Exam P Sample Question #579Univariate Random Variables · Conditional Probability · Survival FunctionsVerified
  2. SOA Exam P Sample Question #583Univariate Random Variables · Uniform Distribution · Conditional ProbabilityVerified
  3. SOA Exam P Sample Question #584Univariate Random Variables · Poisson Distribution · Sums of Independent Random VariablesVerified
  4. SOA Exam P Sample Question #585Univariate Random Variables · Continuous Distributions · Conditional ProbabilityVerified
  5. SOA Exam P Sample Question #586Univariate Random Variables · Exponential Distribution · Insurance PaymentsVerified
  6. SOA Exam P Sample Question #588Univariate Random Variables · Exponential Distribution · Gamma Distribution · Sums of Independent Random VariablesVerified
  7. SOA Exam P Sample Question #589Univariate Random Variables · Compound Poisson Distribution · Deductible Payments · Expected Aggregate LossVerified
  8. SOA Exam P Sample Question #591Univariate Random Variables · Normal Distribution · Central Probability · QuantilesVerified
  9. SOA Exam P Sample Question #592Univariate Random Variables · Binomial Distribution · ModesVerified
  10. SOA Exam P Sample Question #593Univariate Random Variables · Normal Distribution · Percentiles and QuantilesVerified
  11. SOA Exam P Sample Question #595Univariate Random Variables · Uniform Distribution · Percentiles and QuantilesVerified
  12. SOA Exam P Sample Question #596Univariate Random Variables · Normal Distribution · Percentiles and QuantilesVerified
  13. SOA Exam P Sample Question #597Univariate Random Variables · Uniform Distribution · Deductible PaymentsVerified
  14. SOA Exam P Sample Question #598Univariate Random Variables · Normal Distribution · Raw MomentsVerified
  15. SOA Exam P Sample Question #599Univariate Random Variables · Exponential Distribution · Percentiles and QuantilesVerified
  16. SOA Exam P Sample Question #600Univariate Random Variables · Cumulative Probabilities · Geometric DistributionVerified
  17. SOA Exam P Sample Question #601Univariate Random Variables · Insurance Payment Variables · Tail ProbabilitiesVerified
  18. SOA Exam P Sample Question #604Univariate Random Variables · Poisson Distribution · Independence · Independent IncrementsVerified
  19. SOA Exam P Sample Question #608Univariate Random Variables · Binomial Distribution · Probability Mass RatiosVerified
  20. SOA Exam P Sample Question #609Univariate Random Variables · Distribution Functions · Insurance Payment VariablesVerified
  21. SOA Exam P Sample Question #610Univariate Random Variables · Uniform Distribution · Insurance Payment Variables · Expected ValueVerified
  22. SOA Exam P Sample Question #611Univariate Random Variables · Continuous Random Variables · Piecewise Density · Percentiles and QuantilesVerified
  23. SOA Exam P Sample Question #612Univariate Random Variables · Exponential Distribution · Expected ValueVerified
  24. SOA Exam P Sample Question #613Univariate Random Variables · Poisson Distribution · Variance and Standard DeviationVerified
  25. SOA Exam P Sample Question #615Univariate Random Variables · Poisson Distribution · Cumulative ProbabilitiesVerified
  26. SOA Exam P Sample Question #616Univariate Random Variables · Uniform Distribution · Variance and Standard DeviationVerified
  27. SOA Exam P Sample Question #618Univariate Random Variables · Uniform Distribution · Conditional ProbabilityVerified
  28. SOA Exam P Sample Question #619Univariate Random Variables · Poisson Distribution · Expected ValueVerified
  29. SOA Exam P Sample Question #621Univariate Random Variables · Exponential Distribution · Memoryless PropertyVerified
  30. SOA Exam P Sample Question #622Univariate Random Variables · Uniform Distribution · Percentiles and Quantiles · Variance and Standard DeviationVerified
  31. SOA Exam P Sample Question #623Univariate Random Variables · Normal Distribution · Percentiles and Quantiles · StandardizationVerified
  32. SOA Exam P Sample Question #625Univariate Random Variables · Poisson Distribution · Conditional Probability · IndependenceVerified
  33. SOA Exam P Sample Question #626Univariate Random Variables · Poisson Distribution · Variance · Expectation and VarianceVerified
  34. SOA Exam P Sample Question #628Univariate Random Variables · Continuous Random Variables · Expectation · Distribution FunctionsVerified
  35. SOA Exam P Sample Question #629Univariate Random Variables · Discrete Random Variables · Moments · VarianceVerified
  36. SOA Exam P Sample Question #630Univariate Random Variables · Exponential Distribution · Expected Value · Deductible Loss ModelsVerified
  37. SOA Exam P Sample Question #632Univariate Random Variables · Binomial Distribution · Limited PaymentsVerified
  38. SOA Exam P Sample Question #639Univariate Random Variables · Poisson Distribution · IndependenceVerified
  39. SOA Exam P Sample Question #642Univariate Random Variables · Exponential Distribution · Conditional Distributions · Memoryless PropertyVerified
  40. SOA Exam P Sample Question #643Univariate Random Variables · Discrete Random Variables · Poisson DistributionVerified
  41. SOA Exam P Sample Question #648Univariate Random Variables · Continuous Random Variables · Raw MomentsVerified
  42. SOA Exam P Sample Question #649Univariate Random Variables · Continuous Random Variables · QuantilesVerified
  43. SOA Exam P Sample Question #654Univariate Random Variables · Order Statistics · Uniform DistributionVerified
  44. SOA Exam P Sample Question #655Univariate Random Variables · Poisson Distribution · Variance and Standard DeviationVerified
  45. SOA Exam P Sample Question #659Univariate Random Variables · Negative Binomial Distribution · Waiting-Time ProbabilitiesVerified
  46. SOA Exam P Sample Question #660Univariate Random Variables · Exponential Distribution · Survival FunctionsVerified
  47. SOA Exam P Sample Question #661Univariate Random Variables · Discrete Random Variables · Conditional ProbabilityVerified
  48. SOA Exam P Sample Question #664Univariate Random Variables · Exponential Distribution · Binomial Distribution · Survival FunctionsVerified
  49. SOA Exam P Sample Question #665Univariate Random Variables · Poisson Distribution · Sums of Independent Random Variables · Cumulative ProbabilitiesVerified
  50. SOA Exam P Sample Question #666Univariate Random Variables · Normal Distribution · Percentiles · Scale ParametersVerified
  51. SOA Exam P Sample Question #667Univariate Random Variables · Normal Distribution · Exponential Distribution · Percentiles · MomentsVerified
  52. SOA Exam P Sample Question #668Univariate Random Variables · Uniform Distribution · Percentiles · MomentsVerified
  53. SOA Exam P Sample Question #669Univariate Random Variables · Normal Distribution · Independence · ComplementsVerified
  54. SOA Exam P Sample Question #670Univariate Random Variables · Normal Distribution · Percentiles · Insurance PricingVerified
  55. SOA Exam P Sample Question #672Univariate Random Variables · Exponential Distribution · Percentiles and MomentsVerified
  56. SOA Exam P Sample Question #674Univariate Random Variables · Poisson Distribution · Discrete Quantile SelectionVerified
  57. SOA Exam P Sample Question #675Univariate Random Variables · Poisson Distribution · MomentsVerified
  58. SOA Exam P Sample Question #677Univariate Random Variables · Mixture Distributions · PercentilesVerified
  59. SOA Exam P Sample Question #678Univariate Random Variables · Uniform Distribution · Expectation and VarianceVerified
  60. SOA Exam P Sample Question #679Univariate Random Variables · Normal Distribution · Deductibles and PaymentsVerified
  61. SOA Exam P Sample Question #680Univariate Random Variables · Exponential Distribution · PercentilesVerified
  62. SOA Exam P Sample Question #684Univariate Random Variables · Transformations of Random Variables · Deductible Payments · VarianceVerified
  63. SOA Exam P Sample Question #693Univariate Random Variables · Exponential Distribution · Memoryless PropertyVerified
  64. SOA Exam P Sample Question #695Univariate Random Variables · Poisson Distribution · Conditional ProbabilityVerified
  65. SOA Exam P Sample Question #696Univariate Random Variables · Normal Distribution · Percentiles and Interquartile Range · IndependenceVerified
  66. SOA Exam P Sample Question #697Univariate Random Variables · Exponential Distribution · IndependenceVerified
  67. SOA Exam P Sample Question #698Univariate Random Variables · Poisson Distribution · Sums of Independent Random VariablesVerified
  68. SOA Exam P Sample Question #700Univariate Random Variables · Poisson Distribution · Sums of Independent Random Variables · Cumulative ProbabilitiesVerified
  69. SOA Exam P Sample Question #703Univariate Random Variables · Binomial Distribution · Waiting-Time ProbabilitiesVerified
  70. SOA Exam P Sample Question #704Univariate Random Variables · Binomial Distribution · IndependenceVerified
  71. SOA Exam P Sample Question #705Univariate Random Variables · Continuous Random Variables · Insurance Payment VariablesVerified
  72. SOA Exam P Sample Question #706Univariate Random Variables · Exponential Distribution · Percentiles and QuantilesVerified
  73. SOA Exam P Sample Question #707Univariate Random Variables · Uniform Distribution · Insurance Payment Variables · Expected ValueVerified
  74. SOA Exam P Sample Question #708Univariate Random Variables · Continuous Random Variables · Piecewise Density Functions · Percentiles and QuantilesVerified
  75. SOA Exam P Sample Question #709Univariate Random Variables · Continuous Random Variables · Density Normalization · Tail ProbabilitiesVerified
  76. SOA Exam P Sample Question #710Univariate Random Variables · Uniform Distribution · Percentiles and Quantiles · Expected ValueVerified
  77. SOA Exam P Sample Question #711Univariate Random Variables · Exponential Distribution · Memoryless Property · Conditional ProbabilityVerified
  78. SOA Exam P Sample Question #712Univariate Random Variables · Exponential Distribution · Survival ProbabilitiesVerified
  79. SOA Exam P Sample Question #713Univariate Random Variables · Continuous Random Variables · Percentiles and QuantilesVerified
  80. SOA Exam P Sample Question #714Univariate Random Variables · Continuous Random Variables · Percentiles and QuantilesVerified
  81. SOA Exam P Sample Question #715Univariate Random Variables · Discrete Random Variables · Mixture Distributions · Percentiles and QuantilesVerified
  82. SOA Exam P Sample Question #718Univariate Random Variables · Poisson Distribution · ModesVerified
  83. SOA Exam P Sample Question #719Univariate Random Variables · Poisson Distribution · MomentsVerified
  84. SOA Exam P Sample Question #720Univariate Random Variables · Normal Distribution · Percentiles · Coefficient of VariationVerified
  85. SOA Exam P Sample Question #722Univariate Random Variables · Poisson Distribution · Expectation and VarianceVerified
  86. SOA Exam P Sample Question #725Univariate Random Variables · Poisson Distribution · Tail ProbabilitiesVerified
  87. SOA Exam P Sample Question #727Univariate Random Variables · Exponential Distribution · Insurance Payment VariablesVerified
  88. SOA Exam P Sample Question #728Univariate Random Variables · Poisson Distribution · Sums of Independent Random VariablesVerified
  89. SOA Exam P Sample Question #729Univariate Random Variables · Discrete Random Variables · Conditional ProbabilityVerified
  90. SOA Exam P Sample Question #730Univariate Random Variables · Exponential Distribution · Percentiles and QuantilesVerified
  91. SOA Exam P Sample Question #731Univariate Random Variables · Normal Distribution · Linear TransformationsVerified
  92. SOA Exam P Sample Question #732Univariate Random Variables · Central Limit Theorem · Sampling DistributionsVerified
  93. SOA Exam P Sample Question #734Univariate Random Variables · Exponential Distribution · PercentilesVerified
  94. SOA Exam P Sample Question #736Univariate Random Variables · Poisson Distribution · Tail ProbabilitiesVerified