Which one of the following methods gives the best estimate of populati...
Logistic regression is a statistical method for analyzing a dataset in which there are one or more independent variables that determine an outcome. The outcome is measured with a dichotomous variable (in which there are only two possible outcomes).
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Which one of the following methods gives the best estimate of populati...
Population Growth Estimation Methods for Limited Land Area
There are several methods for estimating population growth, but the best method for a community with limited land area is the logistic method. Let us understand the reasons behind this.
Arithmetical Increase Method
- This method assumes that the population growth is constant over time.
- It uses the formula: Pn = P0 + n * d, where Pn = population after n years, P0 = initial population, and d = rate of increase per year.
- This method is not suitable for a community with limited land area because it does not consider any limiting factors such as space constraints, resources, or carrying capacity.
Geometrical Increase Method
- This method assumes that the population growth rate is constant over time, but the rate of increase is in geometric progression.
- It uses the formula: Pn = P0 * (r^n), where Pn = population after n years, P0 = initial population, and r = rate of increase per year.
- This method is also not suitable for a community with limited land area because it does not consider any limiting factors.
Incremental Increase Method
- This method assumes that the population growth rate increases incrementally over time.
- It uses the formula: Pn = P0 * (1 + d)^n, where Pn = population after n years, P0 = initial population, and d = incremental rate of increase per year.
- This method may be more applicable to a community with limited land area than the previous two methods since it considers incremental increases. However, it still does not consider any limiting factors.
Logistic Method
- This method assumes that the population growth rate initially increases but eventually slows down as the population approaches the carrying capacity.
- It uses the formula: Pn = K / (1 + A * e^(-Bn)), where Pn = population after n years, K = carrying capacity, A and B are constants that affect the curve's slope and shape.
- This method is the best for a community with limited land area because it considers the capacity of the environment. It recognizes that the population growth rate will eventually slow down as the environment reaches its carrying capacity.
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