This paper applies a recurrent neural network (RNN) method to forecast cotton and oil prices. We show how these new tools from machine learning, particularly Long-Short Term Memory (LSTM) models, complement traditional methods.
Filter by Subtypes
Filter by Programs
Filter by Publisher Source
- International Food Policy Research Institute (ifpri) (1381)
- Elsevier (70)
- World Bank (43)
- International Livestock Research Institute (ilri) (40)
- Published For The International Food Policy Research Institute (ifpri) By Johns Hopkins University Press (35)
- Royal Veterinary College (rvc) (35)
- Springer (35)
- Agricultural And Applied Economics Association (aaea) (31)
- Oxford University Press (27)
- Food And Agriculture Organization Of The United Nations (fao) (24)
- American Enterprise Institute (AEI) (21)
- International Association Of Agricultural Economists (iaae) (18)
- Cambridge University Press (17)
- Edward Elgar Publishing (17)
- John Wiley & Sons (15)
- AKADEMIYA2063 (15)
- International Institute For Sustainable Development (iisd) (14)
- Welthungerhilfe (13)
- Concern Worldwide (13)
- Academic Foundation (13)
- University Of Pennsylvania Press (12)
- World Food Programme (wfp) (10)
- International Centre For Trade And Sustainable Development (ictsd) (10)
- T20 Argentina (9)
- Instituto Interamericano De Cooperación Para La Agricultura (IICA) (9)
- Food And Agricultural Organization Of The United Nations (fao) (8)
- Cgiar Research Program On Climate Change, Agriculture And Food Security (ccafs) (8)
- Center For Global Trade Analysis, Purdue University (8)
- Cabi (7)
- Wageningen University And Research Centre (wur) (7)
- Food And Agriculture Organization (fao) (6)
- National Bureau Of Economic Research (nber) (6)
- Institute For International Economics (iie) (6)
- Taylor & Francis (6)
- T20 (6)
- Ethiopian Development Research Institute (edri) (5)
- Inter-american Development Bank (5)
- International Centre For Trade And Sustainable Development (ictsd) In Collaboration With The (ipc) And The International Food Policy Research Institute (ifpri) (5)
- Emerald Group Publishing Limited (5)
- Routledge (5)
- Jai Press, Inc. (5)
- University Of Chicago Press (5)
- Ministry Of Agriculture And Forests (moaf) (5)
- OCP Policy Center (5)
- Millennium Challenge Corporation (MCC) (5)
- Ashgate Publishing (4)
- The Haworth Press, Inc. (4)
- Wiley-blackwell (4)
- PLOS (4)
- Annual Reviews (4)
Filter by Location/Country
Filter by Series
Filter by Topics
Filter by Divisions
- Development Strategies And Governance (DSG) (44)
- Markets, Trade, And Institutions (MTI) (13)
- Poverty, Gender, And Inclusion (PGI) (8)
- Policies, Institutions, And Markets (PIM) (6)
- Latin America And The Caribbean (LAC) (4)
- Development Strategy And Governance (DSGD) (3)
- South Asia Region (SAR) (3)
- Nutrition, Diets, And Health (NDH) (3)
- Foresight And Policy Modeling (FPM) (3)
- Natural Resources And Resilience (NRR) (2)
- Director General's Office (DGO) (1)
- Environment And Production Technology (EPTD) (1)
- Poverty, Health, And Nutrition (PHND) (1)
- Innovation Policy And Scaling (IPS) (1)
- (-) Markets, Trade, And Institutions (MTID) (1)
Filter by Research Areas
Search
Use quotation marks around a phrase or title for more accurate search results (example: “El Nino”). You may search by type, subtype, division, topic, and other facets by clicking the links in the left sidebar.
Your search found 1 results.