This Exam P sample reference tests Continuous Random Variables. Normalizing the inverse-square density on its finite support gives constant 35/6. Integrating from year 5 through year 10 then gives 7/36, approximately 0.194. This is choice B.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
AThe density throughout the five-year interval exceeds 0.025, so its area must exceed 0.125. A probability of 0.004 is incompatible with the stated density.
CThe value 0.333 treats the interval length as a fraction of the first 15 years, as though the lifetime density were uniform.
DThe value 0.583 is the probability of death during the first five years, not during years five through ten.
EThe value 0.778 is the cumulative probability of death by year ten. It includes deaths during the first five years.
Original practice · fully worked
Original variant: median of a rising calibration density
A calibration score X ranges from zero to two. Its density at score x is a constant multiple of one plus x. Determine the 50th percentile of X.
A 0.732
B 1.000
C 1.236
D 1.414
E 1.500
Variant answer in brief
The integral of 1+x over the support is 4, so the density constant is 1/4. Setting the resulting cumulative probability equal to one half gives the positive root of a quadratic, approximately 1.236. This is choice C.
Setup
Setup
Normalize the rising linear density.
1=c∫02(1+x)dx=4c
c=41
Model
Model
Write the cumulative distribution within the support.
F(x)=41(x+2x2),0≤x≤2
Compute
Compute
Set the cumulative probability to one half and retain the root inside the support.
41(m+2m2)=21
m2+2m−4=0,m=5−1=1.2360679…
Answer
Answer
The median calibration score is approximately 1.236.
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