Southern African Nations Unlikely to Meet 2030 Child Mortality Target
A time series forecasting study indicates that ten Southern African countries are unlikely to achieve the 2030 Sustainable Development Goal ...
Tag: ARIMA
Machine Learning Models Track Rising Heatwave Magnitude in Western Maharashtra
A new study combining change-point analysis with ARIMA and neural network models finds rising heatwave magnitude in Western Maharashtra and ...
Simple Seasonal Model Matches Complex Forecasts for India’s Monthly Rainfall
A study of 40 months of aggregated Indian rainfall data found that a parsimonious seasonal ARIMA model matched a seasonal-naive ...
Hybrid deep learning model predicts monthly hepatitis B incidence in China
A hybrid LSTM and CNN model outperformed traditional time series and individual machine learning models in predicting monthly hepatitis B ...
India’s greenhouse gas emissions projected to keep rising through 2035
A new study projects that India's greenhouse gas emissions will continue rising through 2035 under current trends.
Simple statistical models hold their own in forecasting footwear factory output
A study of 34 real footwear production observations found ARIMA delivered the most accurate short-term forecasts of pairs per hour, ...
China’s Hip Fracture Toll in Older Adults More Than Quintupled Over Three Decades
A GBD 2023 modelling study projects that hip fracture incidence in Chinese adults aged 60 and older, which more than ...
AI Models Forecast Leishmaniasis Decline in Ethiopia but Warn WHO 2030 Target Will Be Missed
A new deep learning study projects that leishmaniasis incidence in Ethiopia will fall to about 84 cases per 100,000 by ...
Measles Forecasting Models Fail to Predict 2026 Outbreak Severity
Measles was once considered a solved problem in the United States. Endemic transmission was declared eliminated in 2000, and annual ...
Adaptive Hybrid Models Reshape Exchange Rate Return Forecasting
A new adaptive hybrid forecasting framework that dynamically reweights ARIMA, SETAR, and neural network components, augmented with a GARCH volatility ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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