Define the Ceiling Effect and Floor Effect and Describe How

question 66

Essay

Define the ceiling effect and floor effect and describe how they can influence the results of a research study.

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Definitions:

Forecast

A prediction or estimate of future events, often based on analysis of current and historical data.

Exponential Smoothing

A forecasting technique that applies decreasing weights to past observations, with the most recent observations receiving the most weight.

Smoothing Constant

A parameter used in exponential smoothing models to weigh the significance of the most recent observation in forecasting.

Time Series

Time Series refers to a sequence of data points collected or recorded at successive times, often at regular intervals.