Statistics and Probability

CFA Level I Financial Reporting & Analysis · 6:05

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Lyrics

[Verse 1]
When data comes in numbers all around
We need to find the story to be found
The mean tells us the average that we see
Arithmetic's the sum divided free
Geometric for the growth rates that we track
Harmonic when the rates are looking back
The median's the middle when arranged
The mode's the one that shows up most unchanged

[Chorus]
Stats and probability, making sense of all we see
Mean, median, and mode help us decode
Variance shows the spread, standard deviation's thread
Normal curves and confidence, that's how we make our best defense

[Verse 2]
The range shows us from lowest up to high
Variance tells us how the data fly
Standard deviation's square root of the same
Skewness shows if tails are playing games
Kurtosis tells us if the peak is tall
These descriptive stats help us see it all

[Chorus]
Stats and probability, making sense of all we see
Mean, median, and mode help us decode
Variance shows the spread, standard deviation's thread
Normal curves and confidence, that's how we make our best defense

[Verse 3]
Probability's the chance that things occur
Conditional depends on what we were
Bayes' theorem flips the question that we ask
Addition rule for either task
Multiplication when both events align
Total probability makes it all combine

[Bridge]
Uniform distribution's flat and wide
Binomial counts success with pride
Normal curve's the bell we recognize
T-distribution when the sample size
Is small and we don't know sigma true
Chi-square and F have their own breakthrough

[Verse 4]
Sampling helps us estimate the whole
Point estimates play the starring role
Confidence intervals give us a range
Central limit theorem's never strange
It makes the means approach normal form
Even when the population's not the norm

[Chorus]
Stats and probability, making sense of all we see
Mean, median, and mode help us decode
Variance shows the spread, standard deviation's thread
Normal curves and confidence, that's how we make our best defense

[Outro]
Null hypothesis we test with care
Alternative's the claim that we declare
Type one error rejects when true
Type two accepts when false comes through
P-values tell us what to believe
Statistics help us all achieve

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