We detail the basic theory for regression models in which dependent variables are censored or underlying distributions are truncated. The model is extended to models for counts, sample selection models, and models hazard models for duration data. Entry level theory is presented for the practitioner. We then describe a few of the recent, frontier developments in theory and practice. To appear as...

We detail the basic theory for regression models in which dependent variables are censored or underlying distributions are truncated. The model is extended to models for counts, sample selection models, and hazard models for duration data. Entry-level theory is presented for the practitioner. We then describe a few of the recent, frontier developments in theory and

Speech is an effective, quick, and important way for communicating exchanging complex information between humans. Emotions have always been a part of normal human conversation which makes the speech more attractive. Because this major role both emotion, many researchers are inspired by studying Emotion Recognition (SER) still has plenty challenges. In study, we proposed novel reservoir computin...