Outline and implement a basic first-order solution method for the GLM maximum likelihood problem that uses only gradient information, avoiding the Hessian matrix entirely. Describe the pros and cons...

Outline and implement a basic first-order solution method for the GLM maximum likelihood problem that uses only gradient information, avoiding the Hessian matrix entirely. Describe the pros and cons of such a method compared to the Newton–Rhapson solution method.