{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2018-10-05T12:33:07.600200Z", "start_time": "2018-10-05T12:33:05.045421Z" }, "scrolled": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%run retropy.ipynb" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2018-10-05T12:41:04.162320Z", "start_time": "2018-10-05T12:41:03.380025Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "trimmed |start| data from 1871-01-01 [S&P500 TR inf-adj, S&P500 NTR inf-adj] to 1913-02-01 [S&P500 TR nominal, S&P500 NTR nominal]\n", "trimmed |end| data from 2018-09-01 [S&P500 TR inf-adj, S&P500 NTR inf-adj] to 2018-07-01 [S&P500 TR nominal, S&P500 NTR nominal]\n" ] }, { 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spy = shiller_snp500(taxes=False, inf_adj=False)\n", "years = 10\n", "rol = mcagr_monthly(spy, years).dropna()\n", "fret = rol.shift(-12*years)\n", "show(rol, ta=False)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2018-10-05T12:44:50.988629Z", "start_time": "2018-10-05T12:44:50.645633Z" } }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "connectgaps": false, "mode": "lines", "name": "S&P500 TR nominal", "text": "S&P500 TR nominal", "textposition": "middle right", "type": "scatter", "uid": "733947ee-c89c-11e8-a4b8-186590ddd25f", "x": [ "1923-02-01", "1923-03-01", "1923-04-01", "1923-05-01", "1923-06-01", "1923-07-01", "1923-08-01", "1923-09-01", "1923-10-01", "1923-11-01", "1923-12-01", "1924-01-01", "1924-02-01", "1924-03-01", "1924-04-01", "1924-05-01", "1924-06-01", "1924-07-01", "1924-08-01", "1924-09-01", "1924-10-01", "1924-11-01", 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"rgb(255,255,255,50)", "bordercolor": "#888888", "borderwidth": 1, "font": { "color": "#000", "family": "sans-serif", "size": 12 }, "orientation": "h", "traceorder": "normal", "x": 0, "y": -0.06, "yanchor": "top" }, "margin": { "b": 30, "l": 30, "pad": 0, "r": 30, "t": 30 }, "showlegend": true, "xaxis": { "rangemode": "normal" }, "yaxis": { "autorange": true, "rangemode": "normal" } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# PREDICTOR of future 10-year TR return of S&P500\n", "# based on: http://www.philosophicaleconomics.com/2013/12/the-single-greatest-predictor-of-future-stock-market-returns/\n", "stocksAlloc = ((price('FRED/NCBEILQ027S@Q') + price('FRED/FBCELLQ027S@Q'))/1000)/(((price('FRED/NCBEILQ027S@Q') + price('FRED/FBCELLQ027S@Q'))/1000)+price('FRED/BCNSDODNS@Q')+price('FRED/CMDEBT@Q')+price('FRED/FGSDODNS@Q')+price('FRED/SLGSDODNS@Q')+price('FRED/DODFFSWCMI@Q'))\n", "stocksAllocPredictor = (1-stocksAlloc)*80-43\n", "stocksAllocPredictor = stocksAllocPredictor.asfreq(\"MS\")\n", "\n", "show(fret, stocksAllocPredictor, ta=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## TMP" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2018-10-05T12:28:02.940099Z", "start_time": "2018-10-05T12:28:02.877405Z" } }, "outputs": [], "source": [ "# sc = get(sc, source=\"Y\")\n", "# lc = get(lc, source=\"Y\")\n", "\n", "# show_rolling_beta(sc, [lc], freq=\"D\", extra=dd(lc)/100)" ] } ], "metadata": { "kernelspec": { "display_name": "Python [default]", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.6" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }