Probability Density Function (Edexcel A-Level Further Mathematics): Quizzes

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Probability Density Function
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What must f(x)dx\int_{-\infty}^{\infty} f(x) \, dx equal for f(x)f(x) to be a valid PDF?

11

Which condition must f(x)f(x) satisfy for all xx to be a valid PDF?

f(x)0f(x) \geq 0

Why is f(x)=14xf(x) = \frac{1}{4}x for 1x2-1 \leq x \leq 2 not a valid PDF?

f(x)f(x) becomes negative

If 13f(x)dx=823\int_1^3 f(x) \, dx = 8\frac{2}{3}, why is f(x)f(x) not a valid PDF?

Total integral 1\neq 1

Given 14kx3dx=1\int_1^4 kx^3 \, dx = 1, what value of kk makes this a valid PDF?

4255\frac{4}{255}

For continuous random variable XX, what is P(X=k)P(X = k)?

00

If f(x)f(x) is a PDF, what does the CDF F(x)F(x) represent?

P(Xx)P(X \leq x)

For a PDF with domain [a,b][a, b], what is F(b)F(b)?

11

How do you find the PDF f(x)f(x) from the CDF F(x)F(x)?

f(x)=ddxF(x)f(x) = \frac{d}{dx}F(x)

What indicates a positively skewed PDF?

Mode < Median or Mean

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