Choosing Distributions (A Level only) (Edexcel A-Level Mathematics): Flashcards

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Modelling with Distributions
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What do probability distributions model in statistics?

They model real-world situations and predict outcomes.

What is the Binomial Distribution used for?

It models successes in a fixed number of independent trials.

When to use Binomial Distribution?

When trials are fixed, independent, and have two outcomes.

What is the formula for Binomial distribution?

P(X=k)=(nk)pk(1p)nkP(X = k) = \binom{n}{k} p^k (1-p)^{n-k}.

What characterizes a Normal Distribution?

It's continuous, symmetric, and bell-shaped around the mean.

What does the Empirical Rule state?

68% within 1σ1\sigma, 95% within 2σ2\sigma, and 99.7% within 3σ3\sigma.

What is required to use Normal Distribution?

Continuous data in a symmetric, bell-shaped distribution.

How to calculate a zz-score?

Z=(Xμ)/σZ = (X - μ) / σ.

How to find probability using the zz-table?

Use P(Z<z)P(Z < z) values from the zz-table for standard normal.

What is the first step in the modeling process?

Identify the situation and fitting distribution.

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