{"action":"created","comment":{"url":"https://api.github.com/repos/QuantEcon/lecture-source-jl/pulls/comments/229099801","pull_request_review_id":169519464,"id":229099801,"node_id":"MDI0OlB1bGxSZXF1ZXN0UmV2aWV3Q29tbWVudDIyOTA5OTgwMQ==","diff_hunk":"@@ -347,64 +319,36 @@ Our initial guess :math:`v` is the value of accepting at every given wage\n \n .. code:: julia\n \n-    function plot_value_function_seq(plt,\n-                                     c = 25,\n-                                     β = 0.99,\n-                                     num_plots = 6)\n-\n-        plt = deepcopy(plt)\n-        v = collect(w_vals ./ (1 - β))\n-        v_next = similar(v)\n-\n-        for i in 1:num_plots\n-            plot!(plt, w_vals, v, label = \"iterate $i\")\n-\n-            # Update guess\n-            for (j, w) in enumerate(w_vals)\n-                stop_val = w / (1 - β)\n-                cont_val = c + β * sum(v .* p_vals)\n-                v_next[j] = max(stop_val, cont_val)\n-            end\n-            v[:] .= v_next\n-        end\n-        return plt\n+    # parameters and constant objects\n+    w_min, w_max = 10, 60\n+    w_vals = range(w_min, w_max, length = n + 1)\n+    c = 25\n+    β = 0.99\n+    num_plots = 6\n+    E = expectation(dist)\n+\n+    # functions and matrix to plot\n+    stop_val(w) = w / (1 - β)\n+    cont_val(v) = c + β * E * v # using E as a linear operator\n+    best_val(w, v) = max(stop_val(w), cont_val(v))\n+    vs = repeat(w_vals ./ (1 - β), outer = (1, 6)) # data to fill","path":"rst_files/mccall_model.rst","position":212,"original_position":212,"commit_id":"15d0960a8506b0d1e240bf3403fb648e3db6df48","original_commit_id":"15d0960a8506b0d1e240bf3403fb648e3db6df48","user":{"login":"jlperla","id":13106721,"node_id":"MDQ6VXNlcjEzMTA2NzIx","avatar_url":"https://avatars2.githubusercontent.com/u/13106721?v=4","gravatar_id":"","url":"https://api.github.com/users/jlperla","html_url":"https://github.com/jlperla","followers_url":"https://api.github.com/users/jlperla/followers","following_url":"https://api.github.com/users/jlperla/following{/other_user}","gists_url":"https://api.github.com/users/jlperla/gists{/gist_id}","starred_url":"https://api.github.com/users/jlperla/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jlperla/subscriptions","organizations_url":"https://api.github.com/users/jlperla/orgs","repos_url":"https://api.github.com/users/jlperla/repos","events_url":"https://api.github.com/users/jlperla/events{/privacy}","received_events_url":"https://api.github.com/users/jlperla/received_events","type":"User","site_admin":false},"body":"Sorry, I meant to \"What does the `outer = (1, 6)` do?\" with the tone of how a reader might express confusion.  I understand (i.e. had to lookup :-) the notation.\r\n\r\nMy main issue was that we fill in a big array but everything is overwritten except the first row.  The use of `repeat` here masks that, and makes you think that the data in the other rows actually matters.  Better to preallocate the matrix and directly fill in the first row to make that clearer.","created_at":"2018-10-29T21:10:06Z","updated_at":"2018-10-29T21:10:06Z","html_url":"https://github.com/QuantEcon/lecture-source-jl/pull/218#discussion_r229099801","pull_request_url":"https://api.github.com/repos/QuantEcon/lecture-source-jl/pulls/218","author_association":"COLLABORATOR","_links":{"self":{"href":"https://api.github.com/repos/QuantEcon/lecture-source-jl/pulls/comments/229099801"},"html":{"href":"https://github.com/QuantEcon/lecture-source-jl/pull/218#discussion_r229099801"},"pull_request":{"href":"https://api.github.com/repos/QuantEcon/lecture-source-jl/pulls/218"}},"in_reply_to_id":229084183},"pull_request":{"url":"https://api.github.com/repos/QuantEcon/lecture-source-jl/pulls/218","id":226247534,"node_id":"MDExOlB1bGxSZXF1ZXN0MjI2MjQ3NTM0","html_url":"https://github.com/QuantEcon/lecture-source-jl/pull/218","diff_url":"https://github.com/QuantEcon/lecture-source-jl/pull/218.diff","patch_url":"https://github.com/QuantEcon/lecture-source-jl/pull/218.patch","issue_url":"https://api.github.com/repos/QuantEcon/lecture-source-jl/issues/218","number":218,"state":"closed","locked":false,"title":"Rewrite \"Job Search I: The McCall Search Model\"","user":{"login":"arnavs","id":5009477,"node_id":"MDQ6VXNlcjUwMDk0Nzc=","avatar_url":"https://avatars1.githubusercontent.com/u/5009477?v=4","gravatar_id":"","url":"https://api.github.com/users/arnavs","html_url":"https://github.com/arnavs","followers_url":"https://api.github.com/users/arnavs/followers","following_url":"https://api.github.com/users/arnavs/following{/other_user}","gists_url":"https://api.github.com/users/arnavs/gists{/gist_id}","starred_url":"https://api.github.com/users/arnavs/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/arnavs/subscriptions","organizations_url":"https://api.github.com/users/arnavs/orgs","repos_url":"https://api.github.com/users/arnavs/repos","events_url":"https://api.github.com/users/arnavs/events{/privacy}","received_events_url":"https://api.github.com/users/arnavs/received_events","type":"User","site_admin":false},"body":"Has all of our big changes (NLsolve, Expectations, Structs, etc.) @jlperla I think the rewrite you sent me will come into play for McCall 2. 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