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.
- SOA Exam P Sample Question #579Univariate Random Variables · Conditional Probability · Survival FunctionsVerified
- SOA Exam P Sample Question #583Univariate Random Variables · Uniform Distribution · Conditional ProbabilityVerified
- SOA Exam P Sample Question #584Univariate Random Variables · Poisson Distribution · Sums of Independent Random VariablesVerified
- SOA Exam P Sample Question #585Univariate Random Variables · Continuous Distributions · Conditional ProbabilityVerified
- SOA Exam P Sample Question #586Univariate Random Variables · Exponential Distribution · Insurance PaymentsVerified
- SOA Exam P Sample Question #588Univariate Random Variables · Exponential Distribution · Gamma Distribution · Sums of Independent Random VariablesVerified
- SOA Exam P Sample Question #589Univariate Random Variables · Compound Poisson Distribution · Deductible Payments · Expected Aggregate LossVerified
- SOA Exam P Sample Question #591Univariate Random Variables · Normal Distribution · Central Probability · QuantilesVerified
- SOA Exam P Sample Question #592Univariate Random Variables · Binomial Distribution · ModesVerified
- SOA Exam P Sample Question #593Univariate Random Variables · Normal Distribution · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #595Univariate Random Variables · Uniform Distribution · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #596Univariate Random Variables · Normal Distribution · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #597Univariate Random Variables · Uniform Distribution · Deductible PaymentsVerified
- SOA Exam P Sample Question #598Univariate Random Variables · Normal Distribution · Raw MomentsVerified
- SOA Exam P Sample Question #599Univariate Random Variables · Exponential Distribution · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #600Univariate Random Variables · Cumulative Probabilities · Geometric DistributionVerified
- SOA Exam P Sample Question #601Univariate Random Variables · Insurance Payment Variables · Tail ProbabilitiesVerified
- SOA Exam P Sample Question #604Univariate Random Variables · Poisson Distribution · Independence · Independent IncrementsVerified
- SOA Exam P Sample Question #608Univariate Random Variables · Binomial Distribution · Probability Mass RatiosVerified
- SOA Exam P Sample Question #609Univariate Random Variables · Distribution Functions · Insurance Payment VariablesVerified
- SOA Exam P Sample Question #610Univariate Random Variables · Uniform Distribution · Insurance Payment Variables · Expected ValueVerified
- SOA Exam P Sample Question #611Univariate Random Variables · Continuous Random Variables · Piecewise Density · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #612Univariate Random Variables · Exponential Distribution · Expected ValueVerified
- SOA Exam P Sample Question #613Univariate Random Variables · Poisson Distribution · Variance and Standard DeviationVerified
- SOA Exam P Sample Question #615Univariate Random Variables · Poisson Distribution · Cumulative ProbabilitiesVerified
- SOA Exam P Sample Question #616Univariate Random Variables · Uniform Distribution · Variance and Standard DeviationVerified
- SOA Exam P Sample Question #618Univariate Random Variables · Uniform Distribution · Conditional ProbabilityVerified
- SOA Exam P Sample Question #619Univariate Random Variables · Poisson Distribution · Expected ValueVerified
- SOA Exam P Sample Question #621Univariate Random Variables · Exponential Distribution · Memoryless PropertyVerified
- SOA Exam P Sample Question #622Univariate Random Variables · Uniform Distribution · Percentiles and Quantiles · Variance and Standard DeviationVerified
- SOA Exam P Sample Question #623Univariate Random Variables · Normal Distribution · Percentiles and Quantiles · StandardizationVerified
- SOA Exam P Sample Question #625Univariate Random Variables · Poisson Distribution · Conditional Probability · IndependenceVerified
- SOA Exam P Sample Question #626Univariate Random Variables · Poisson Distribution · Variance · Expectation and VarianceVerified
- SOA Exam P Sample Question #628Univariate Random Variables · Continuous Random Variables · Expectation · Distribution FunctionsVerified
- SOA Exam P Sample Question #629Univariate Random Variables · Discrete Random Variables · Moments · VarianceVerified
- SOA Exam P Sample Question #630Univariate Random Variables · Exponential Distribution · Expected Value · Deductible Loss ModelsVerified
- SOA Exam P Sample Question #632Univariate Random Variables · Binomial Distribution · Limited PaymentsVerified
- SOA Exam P Sample Question #639Univariate Random Variables · Poisson Distribution · IndependenceVerified
- SOA Exam P Sample Question #642Univariate Random Variables · Exponential Distribution · Conditional Distributions · Memoryless PropertyVerified
- SOA Exam P Sample Question #643Univariate Random Variables · Discrete Random Variables · Poisson DistributionVerified
- SOA Exam P Sample Question #648Univariate Random Variables · Continuous Random Variables · Raw MomentsVerified
- SOA Exam P Sample Question #649Univariate Random Variables · Continuous Random Variables · QuantilesVerified
- SOA Exam P Sample Question #654Univariate Random Variables · Order Statistics · Uniform DistributionVerified
- SOA Exam P Sample Question #655Univariate Random Variables · Poisson Distribution · Variance and Standard DeviationVerified
- SOA Exam P Sample Question #659Univariate Random Variables · Negative Binomial Distribution · Waiting-Time ProbabilitiesVerified
- SOA Exam P Sample Question #660Univariate Random Variables · Exponential Distribution · Survival FunctionsVerified
- SOA Exam P Sample Question #661Univariate Random Variables · Discrete Random Variables · Conditional ProbabilityVerified
- SOA Exam P Sample Question #664Univariate Random Variables · Exponential Distribution · Binomial Distribution · Survival FunctionsVerified
- SOA Exam P Sample Question #665Univariate Random Variables · Poisson Distribution · Sums of Independent Random Variables · Cumulative ProbabilitiesVerified
- SOA Exam P Sample Question #666Univariate Random Variables · Normal Distribution · Percentiles · Scale ParametersVerified
- SOA Exam P Sample Question #667Univariate Random Variables · Normal Distribution · Exponential Distribution · Percentiles · MomentsVerified
- SOA Exam P Sample Question #668Univariate Random Variables · Uniform Distribution · Percentiles · MomentsVerified
- SOA Exam P Sample Question #669Univariate Random Variables · Normal Distribution · Independence · ComplementsVerified
- SOA Exam P Sample Question #670Univariate Random Variables · Normal Distribution · Percentiles · Insurance PricingVerified
- SOA Exam P Sample Question #672Univariate Random Variables · Exponential Distribution · Percentiles and MomentsVerified
- SOA Exam P Sample Question #674Univariate Random Variables · Poisson Distribution · Discrete Quantile SelectionVerified
- SOA Exam P Sample Question #675Univariate Random Variables · Poisson Distribution · MomentsVerified
- SOA Exam P Sample Question #677Univariate Random Variables · Mixture Distributions · PercentilesVerified
- SOA Exam P Sample Question #678Univariate Random Variables · Uniform Distribution · Expectation and VarianceVerified
- SOA Exam P Sample Question #679Univariate Random Variables · Normal Distribution · Deductibles and PaymentsVerified
- SOA Exam P Sample Question #680Univariate Random Variables · Exponential Distribution · PercentilesVerified
- SOA Exam P Sample Question #684Univariate Random Variables · Transformations of Random Variables · Deductible Payments · VarianceVerified
- SOA Exam P Sample Question #693Univariate Random Variables · Exponential Distribution · Memoryless PropertyVerified
- SOA Exam P Sample Question #695Univariate Random Variables · Poisson Distribution · Conditional ProbabilityVerified
- SOA Exam P Sample Question #696Univariate Random Variables · Normal Distribution · Percentiles and Interquartile Range · IndependenceVerified
- SOA Exam P Sample Question #697Univariate Random Variables · Exponential Distribution · IndependenceVerified
- SOA Exam P Sample Question #698Univariate Random Variables · Poisson Distribution · Sums of Independent Random VariablesVerified
- SOA Exam P Sample Question #700Univariate Random Variables · Poisson Distribution · Sums of Independent Random Variables · Cumulative ProbabilitiesVerified
- SOA Exam P Sample Question #703Univariate Random Variables · Binomial Distribution · Waiting-Time ProbabilitiesVerified
- SOA Exam P Sample Question #704Univariate Random Variables · Binomial Distribution · IndependenceVerified
- SOA Exam P Sample Question #705Univariate Random Variables · Continuous Random Variables · Insurance Payment VariablesVerified
- SOA Exam P Sample Question #706Univariate Random Variables · Exponential Distribution · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #707Univariate Random Variables · Uniform Distribution · Insurance Payment Variables · Expected ValueVerified
- SOA Exam P Sample Question #708Univariate Random Variables · Continuous Random Variables · Piecewise Density Functions · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #709Univariate Random Variables · Continuous Random Variables · Density Normalization · Tail ProbabilitiesVerified
- SOA Exam P Sample Question #710Univariate Random Variables · Uniform Distribution · Percentiles and Quantiles · Expected ValueVerified
- SOA Exam P Sample Question #711Univariate Random Variables · Exponential Distribution · Memoryless Property · Conditional ProbabilityVerified
- SOA Exam P Sample Question #712Univariate Random Variables · Exponential Distribution · Survival ProbabilitiesVerified
- SOA Exam P Sample Question #713Univariate Random Variables · Continuous Random Variables · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #714Univariate Random Variables · Continuous Random Variables · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #715Univariate Random Variables · Discrete Random Variables · Mixture Distributions · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #718Univariate Random Variables · Poisson Distribution · ModesVerified
- SOA Exam P Sample Question #719Univariate Random Variables · Poisson Distribution · MomentsVerified
- SOA Exam P Sample Question #720Univariate Random Variables · Normal Distribution · Percentiles · Coefficient of VariationVerified
- SOA Exam P Sample Question #722Univariate Random Variables · Poisson Distribution · Expectation and VarianceVerified
- SOA Exam P Sample Question #725Univariate Random Variables · Poisson Distribution · Tail ProbabilitiesVerified
- SOA Exam P Sample Question #727Univariate Random Variables · Exponential Distribution · Insurance Payment VariablesVerified
- SOA Exam P Sample Question #728Univariate Random Variables · Poisson Distribution · Sums of Independent Random VariablesVerified
- SOA Exam P Sample Question #729Univariate Random Variables · Discrete Random Variables · Conditional ProbabilityVerified
- SOA Exam P Sample Question #730Univariate Random Variables · Exponential Distribution · Percentiles and QuantilesVerified
- SOA Exam P Sample Question #731Univariate Random Variables · Normal Distribution · Linear TransformationsVerified
- SOA Exam P Sample Question #732Univariate Random Variables · Central Limit Theorem · Sampling DistributionsVerified
- SOA Exam P Sample Question #734Univariate Random Variables · Exponential Distribution · PercentilesVerified
- SOA Exam P Sample Question #736Univariate Random Variables · Poisson Distribution · Tail ProbabilitiesVerified