Mathematics, Free Full-Text
Por um escritor misterioso
Last updated 04 junho 2024
This comprehensive overview focuses on the issues presented by the pandemic due to COVID-19, understanding its spread and the wide-ranging effects of government-imposed restrictions. The overview examines the utility of autoregressive integrated moving average (ARIMA) models, which are often overlooked in pandemic forecasting due to perceived limitations in handling complex and dynamic scenarios. Our work applies ARIMA models to a case study using data from Recife, the capital of Pernambuco, Brazil, collected between March and September 2020. The research provides insights into the implications and adaptability of predictive methods in the context of a global pandemic. The findings highlight the ARIMA models’ strength in generating accurate short-term forecasts, crucial for an immediate response to slow down the disease’s rapid spread. Accurate and timely predictions serve as the basis for evidence-based public health strategies and interventions, greatly assisting in pandemic management. Our model selection involves an automated process optimizing parameters by using autocorrelation and partial autocorrelation plots, as well as various precise measures. The performance of the chosen ARIMA model is confirmed when comparing its forecasts with real data reported after the forecast period. The study successfully forecasts both confirmed and recovered COVID-19 cases across the preventive plan phases in Recife. However, limitations in the model’s performance are observed as forecasts extend into the future. By the end of the study period, the model’s error substantially increased, and it failed to detect the stabilization and deceleration of cases. The research highlights challenges associated with COVID-19 data in Brazil, such as under-reporting and data recording delays. Despite these limitations, the study emphasizes the potential of ARIMA models for short-term pandemic forecasting while emphasizing the need for further research to enhance long-term predictions.
Free Stock Photo 1514-Learning Maths
Eureka Math/EngageNY Prekindergarten Mathematics Module 2 : Free
3pcs/Full Set Grade 1 Singapore Mathematics Math in Focus+
Variational and Free Boundary Problems
SOLUTION: A z matrix hand written notes on mathematics matrices
FREE Weekly Math Magic , First Grade
Full article: Learning to Integrate Technology in Early Math
Mathematics stock vector. Illustration of equation, blackboard
Mathematics Its Contents Methods And Meaning Vol 1 2 and 3
Free Math Worksheets - Printable & Organized by Grade
What Is The Full Meaning Of Mathematics? Notes - Pupils Tutor
SOLUTION: Module 1 mathematics in the modern world pdf free
Free and Bound Variables, Lesson 33
Recomendado para você
-
About To Eat (@abouttoeat) • Instagram photos and videos04 junho 2024
-
Contact Information and Working Hours - U.S. Embassy & Consulates in Brazil04 junho 2024
-
UFC 284: Makhachev vs. Volkanovski, Saturday, Feb. 11, Exclusively on ESPN+ PPV at 10 p.m. ET - ESPN Press Room U.S.04 junho 2024
-
Bruno Barreto04 junho 2024
-
Channel banner & profile picture tips - Help04 junho 2024
-
Without water, there is no life': Drought in Brazil's is sharpening fears for the future04 junho 2024
-
World Stock Market Hours04 junho 2024
-
NAACP Hollywood Bureau (@hollywoodbureau) • Instagram photos and videos04 junho 2024
-
NVIDIA (@nvidia) • Instagram photos and videos04 junho 2024
-
Anti Social Social Club ® (@antisocialsocialclub) • Instagram photos and videos04 junho 2024
você pode gostar
-
Get Ludo Game - Microsoft Store04 junho 2024
-
how come many of the sources i use to read, chapter 86 just loops04 junho 2024
-
10+ BEST Anime Memes! 2023 : r/daily4memes04 junho 2024
-
My Hero Academia: the next generation of heroes returns for a 3rd season!04 junho 2024
-
Sauce for anime meme? : r/animememes04 junho 2024
-
Gears of war 3 has 3 player local coop. For campaign only though04 junho 2024
-
Roblox Anime Artifacts Simulator codes (September 2023): Free gold04 junho 2024
-
Stranger Things Season 5 Update Delays Release Date Projections04 junho 2024
-
coisas para paper duck Adesivos sticker, Desenho de nutella, Imagem de fundo para iphone04 junho 2024
-
Jogar dungeon rampage - Jogos Online Grátis & Desenhos04 junho 2024