Demand Forecasting in Pharmaceutical Industry Under Covid-19 Pandemic Conditions by Machine Learning and Time Series Analysis

Keyphrases

• Demand Forecasting 100%
• Machine Learning 100%
• Pharmaceutical Industry 100%
• Series Analysis 100%
• COVID-19 Pandemic 100%
• Machine Time 100%
• Pandemic Conditions 100%
• XGBoost 40%
• Pharmaceutical Products 40%
• Artificial Neural Network 20%
• Forecasting Techniques 20%
• Multiple Linear Regression 20%
• Market Share 20%
• Lockdown 20%
• Coronavirus Pandemic 20%
• Product Cost 20%
• Disposal Cost 20%
• Sales Price 20%
• Public Places 20%
• Disease Treatment 20%
• Price Promotion 20%
• Demand Planning 20%
• Societal Demands 20%
• Epidemic Disease 20%
• Currency Rate 20%
• Seasonal Diseases 20%
• Pharmaceutical Companies 20%
• Drug Demand 20%
• Enteric Infections 20%
• Holt-Winters Exponential Smoothing 20%
• Stockout 20%
• Promoting Factors 20%

Pharmacology, Toxicology and Pharmaceutical Science

• Pandemic 100%
• Drug 100%
• Coronavirinae 50%
• Disease 50%
• Combination Therapy 50%

Agricultural and Biological Sciences

• Neural Network 100%
• Time Series Analysis 100%
• Coronavirinae 100%