Explain,   find two more publications where GIS is used for spatial analysis and map-making. In addition to selecting a map from each study and explaining those maps in your own words, briefly introduce the selected publications

Plot following curves in the SAME figure where x-axis is "Model Complexity" and y-axis is the value: (1) Bias; (2) Variance; (3) Training Accuracy; (4) Testing Accuracy; [Paste your plot here]

Why is the time dimension important in a dimensional model?

In addition to a variable's name, its "type" and "extra characteristics" must be specified. That is to say, apart from its data type, every variable has its own distinct characteristics. Help us clarify the terms by providing additional background on the subject.

The analytical method relies heavily on the use of data modelling. In order to build a model, we'll need some data.

For every given model, what is the predicted modeling technique and why is it being chosen.

Using descriptive or prescriptive models is advantageous; however, which is more effective?

Mark the difference between the structural and statistical alert Q(SAR) methods. (A) There are no differences. (B) The only difference is that the statistical method does not use a training database to generate the model. (C) The structural alert method uses data from in vitro and in vivo tests and the statistical method uses mathematical models (D) Both methods are obtained only through data mining.

In reference to Foster’s Design Methodology, briefly describe mapping