Article Advances in Statistical Forecasting Methods: An Overview

Article Statistical and Machine Learning forecasting methods: Concer...

https://www.mdpi.com/2225-1146/3/4/733/htm

https://www.saleshacker.com/sales-forecasting-methods/

If it is a time series apply Time series or if it is not a time series apply multivariate regression analysis.

It depends on the features of your dataset. Choosing the best method requires the following steps

1) literature review

2) implementation of alternative methods

3) comparison of accuracy of alternative methods

When you're at step 3, perhaps, you may find this chapter helpful:

Chapter Forecast Error Measures: Critical Review and Practical Recommendations

Based on the stochastic characteristics of your data, you can select the appropriate forecasting model, this book might help:

https://otexts.com/fpp2/