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Null speculation vs. Alternate hypothesis: hypotheses are two achievable explanations for one thing, and they give us a cause of undertaking our experiment/research; null could be seen as “very little happened”, so it’s just stating what would occur if nothing else impacts the procedure, whilst substitute is anything else which could perhaps have an effect on the procedure (in statistics it’s generally a possibility that you prefer)

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Parameter vs. statistic: a parameter is simply a range which provides us specifics of the population of objects that we have been learning, and it cannot be calculated from your sample; they can even be generally known as an estimator when discussing populations since they give us a guess or an approximation of what would happen if we had been to do the experiment on the whole population.

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