⁦The normal distribution and z-scores⁩

⁦Mark distances from the mean in standard deviations on a number line, use the 68⁩–95–⁦99.7 rule, work out a z-score, and find the probability in a tail⁩.

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الدليل

⁦This studio follows Afghan grade 12 chapter 7 (the⁩ التوزيع الطبيعي, ⁦the area under its curve, and standardising) and the UK A-level normal distribution N(μ, σ²)⁩.

⁦The number line is the horizontal axis of the bell curve⁩. ⁦About 68% of values lie within one standard deviation of the mean, about 95% within two and about 99.7% within three⁩. ⁦The z-score z = (x − μ) ÷ σ says how many standard deviations a value is from the mean⁩.

⁦Common mistakes worked on here⁩: ⁦using σ for every distance, reading 68% as one side only, forgetting to divide by σ, and forgetting to halve the 5% outside two standard deviations⁩.