{"id":19644919,"url":"https://github.com/quantecon/summer_course_2019","last_synced_at":"2025-06-20T18:34:08.223Z","repository":{"id":68509044,"uuid":"218634956","full_name":"QuantEcon/summer_course_2019","owner":"QuantEcon","description":"QuantEcon-RSE Intensive Course on Computational Modeling","archived":false,"fork":false,"pushed_at":"2020-01-05T12:16:48.000Z","size":5336,"stargazers_count":9,"open_issues_count":6,"forks_count":13,"subscribers_count":24,"default_branch":"master","last_synced_at":"2025-06-20T12:39:14.601Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter 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Notebook","funding_links":["https://github.com/sponsors/numfocus","https://numfocus.org/donate-to-quantecon"],"categories":[],"sub_categories":[],"readme":"# QuantEcon-RSE Intensive Course on Computational Modeling\n\nThis is the homepage for the 2019 QuantEcon-RSE Intensive Course on\nComputational Modeling, jointly organized by the [Research School of\nEconomics](https://www.rse.anu.edu.au/) (RSE) at ANU, [QuantEcon](https://quantecon.org/) and the Australian Treasury.\n\nThe event is sposored by RSE.\n\n\n## Location and Dates\n\nThe course will be held at Australian National University in Canberra.\n\n#### Lectures\n\n* Dates: Monday 16th Dec -- Friday 20th Dec 2019\n* Hours: 9am -- 5pm, Monday to Friday\n* Lecture Room: [Fred Gruen Seminar Room](https://studentvip.com.au/anu/main/maps/84590), HW Arndt Building, RSE\n\n#### Social events\n\n* Day 1 Mon 16 Dec -- Welcome Dinner, RSE terrace Courtyard 5-7pm\n* Day 4 Thurs 19 Dec -- Workshop Dinner at Badger and Co\n\n## Equipment\n\nParticipants are expected to bring a laptop with the latest version of\n[Anaconda Python](https://www.anaconda.com/distribution/) installed.\n\n## Prior to Arrival\n\nPrior to arrival, all participants are expected to read and step through all 6 lectures in the\nsection [Introduction to Python](https://python.quantecon.org/index_learning_python.html) of the [QuantEcon Python lectures](https://python.quantecon.org).\n\nPlease anticipate spending at least one hour per lecture on this task.\n\nAll participants are required to sign up to [GitHub](https://github.com/),\nsince we will be using it to communicate and share code throughout the\nworkshop.\n\n\n## Contacts\n\n* John Stachurski (RSE, ANU, co-organizer)\n* Sebastian Wende (Treasury, co-organizer)\n* Nicole Millar (RSE, ANU, administration)\n\n\n## Teaching Schedule\n\nThere will be a sequence of morning lectures and several ad hoc, informal\nlectures in the afternoon.  Exercises will be provided in the morning lectures\nand participants are invited to remain in the seminar room for exercises\nthroughout the afternoon.  A teaching assistant will be present to provide\nhelp.\n\n\n\n### Morning Lectures (9am--12 noon, Monday to Friday)\n\nMonday: Scientific Python\n\n    * Python for scientific computing\n    * NumPy \n    * SciPy\n    * Matplotlib\n    * Numba\n\nTuesday: Introduction to Dynamics\n\n    * Coding principles (writing good code)\n    * Parallelization\n    * Heavy-tailed distributions\n    * Dynamics in one dimension\n    * AR(1) processes\n\nWednesday: Dynamics and Optimization\n\n    * Inventory dynamics\n    * Kesten processes and firm dynamics\n    * Wealth dynamics (fixed savings rate)\n\nThursday: More Dynamic Programming\n\n    * Shortest path problems \n    * Job search with finite state space\n    * Job search with separation\n    * Fitted value function iteration\n    * Job search with correlated wages\n\nFriday: Structural estimation\n\n    * Consumption-savings model\n    * VFI solution for the model\n    * Simulating consumption paths\n    * Method of simulated moments\n\n\n### Afternoon Lectures (4pm--5pm, Monday to Thursday)\n\n\n* Monday: Introduction to git and GitHub (Matt McKay)\n* Tuesday: pandas and data science (Varun Satish)\n* Wednesday: Computational modeling at Treasury (Yi Yong Cai and Sebastian Wende)\n* Thursday: Computational modeling at the RBA (TBA)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fquantecon%2Fsummer_course_2019","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fquantecon%2Fsummer_course_2019","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fquantecon%2Fsummer_course_2019/lists"}