Specification and Estimation of a Logistic Function, with Applications in the Sciences and Social Sciences

This research makes a theoretical contribution by providing straightforward and coherent derivation of logistic model, then estimating the parameters model with fishing data set. The is frequently considered as convenient regression to find associations between binary outcome variable several covariates. also that has numerous practical applications, in banking, engineering, social sciences, medical biostatistics. In paper, we briefly summarize function equation model. We next investigate large sample properties this under some regularity conditions. provide simulation study work. A factual application illustrated using results have consilience practice. It shows reliable maximize number fish while fishing. Finally, applications decision concluding remarks, future directions are discussed.