2 "cells": [
3 {
4 "L": 101,
5 "M": 512,
9 "mean": 0.9322869091412429,
10 "n_pasts": 1000,
11 "n_runs": 125,
13 "filter": "bandpass",
14 "high": 6000.0,
15 "low": 300.0,
16 "rate": 30000.0,
17 "sigma": 1.0,
18 "taps": 101
19 },
20 "predicted": 0.9512549259549268,
22 "se": 0.003940953821661757
24 {
25 "L": 101,
26 "M": 512,
30 "mean": 2.5501539168148644,
31 "n_pasts": 1000,
32 "n_runs": 125,
34 "filter": "bandpass",
35 "high": 6000.0,
36 "low": 300.0,
37 "rate": 30000.0,
38 "sigma": 16.0,
39 "taps": 101
40 },
41 "predicted": 2.56797969986038,
43 "se": 0.008659776273472532
45 {
46 "L": 101,
47 "M": 512,
51 "mean": 1.3103667673014652,
52 "n_pasts": 1000,
53 "n_runs": 125,
55 "filter": "bandpass",
56 "high": 6000.0,
57 "low": 300.0,
58 "rate": 30000.0,
59 "sigma": 2.0,
60 "taps": 101
61 },
62 "predicted": 1.3318639472861573,
64 "se": 0.0036109426715628546
66 {
67 "L": 101,
68 "M": 512,
72 "mean": 2.9863817872880687,
73 "n_pasts": 1000,
74 "n_runs": 125,
76 "filter": "bandpass",
77 "high": 6000.0,
78 "low": 300.0,
79 "rate": 30000.0,
80 "sigma": 32.0,
81 "taps": 101
82 },
83 "predicted": 2.9937688408517453,
85 "se": 0.01978772418171405
87 {
88 "L": 101,
89 "M": 512,
93 "mean": 1.724356015135772,
94 "n_pasts": 1000,
95 "n_runs": 125,
97 "filter": "bandpass",
98 "high": 6000.0,
99 "low": 300.0,
100 "rate": 30000.0,
101 "sigma": 4.0,
102 "taps": 101
103 },
104 "predicted": 1.734166393696377,
106 "se": 0.004335903239136427
108 {
109 "L": 101,
110 "M": 512,
114 "mean": 2.129307653623999,
115 "n_pasts": 1000,
116 "n_runs": 125,
118 "filter": "bandpass",
119 "high": 6000.0,
120 "low": 300.0,
121 "rate": 30000.0,
122 "sigma": 8.0,
123 "taps": 101
124 },
125 "predicted": 2.1476021059762167,
127 "se": 0.006141267872347903
129 {
130 "L": 101,
131 "M": 512,
135 "mean": 0.47859056297704333,
136 "n_pasts": 1000,
137 "n_runs": 125,
139 "filter": "lowpass",
140 "high": 3000.0,
141 "rate": 30000.0,
142 "sigma": 1.0,
143 "taps": 101
144 },
145 "predicted": 0.616561114498688,
147 "se": 0.007391615219120881
149 {
150 "L": 101,
151 "M": 512,
155 "mean": 1.4382063062093284,
156 "n_pasts": 1000,
157 "n_runs": 125,
159 "filter": "lowpass",
160 "high": 3000.0,
161 "rate": 30000.0,
162 "sigma": 16.0,
163 "taps": 101
164 },
165 "predicted": 1.4888184418209351,
167 "se": 0.006064589605220126
169 {
170 "L": 101,
171 "M": 512,
175 "mean": 0.7632026818076688,
176 "n_pasts": 1000,
177 "n_runs": 125,
179 "filter": "lowpass",
180 "high": 3000.0,
181 "rate": 30000.0,
182 "sigma": 2.0,
183 "taps": 101
184 },
185 "predicted": 0.8251241884518832,
187 "se": 0.008489428081471777
189 {
190 "L": 101,
191 "M": 512,
195 "mean": 1.667065414769679,
196 "n_pasts": 1000,
197 "n_runs": 125,
199 "filter": "lowpass",
200 "high": 3000.0,
201 "rate": 30000.0,
202 "sigma": 32.0,
203 "taps": 101
204 },
205 "predicted": 1.71791605587854,
207 "se": 0.006538805073213207
209 {
210 "L": 101,
211 "M": 512,
215 "mean": 0.9913503965401502,
216 "n_pasts": 1000,
217 "n_runs": 125,
219 "filter": "lowpass",
220 "high": 3000.0,
221 "rate": 30000.0,
222 "sigma": 4.0,
223 "taps": 101
224 },
225 "predicted": 1.04149876351225,
227 "se": 0.006006445501464661
229 {
230 "L": 101,
231 "M": 512,
235 "mean": 1.2115920054388287,
236 "n_pasts": 1000,
237 "n_runs": 125,
239 "filter": "lowpass",
240 "high": 3000.0,
241 "rate": 30000.0,
242 "sigma": 8.0,
243 "taps": 101
244 },
245 "predicted": 1.2631675560846525,
247 "se": 0.006867160870277175
249 {
250 "L": 8,
251 "M": 512,
252 "highres_szego": -0.9529044148193548,
253 "id": "ma8_s1",
255 "mean": 0.4795928987046474,
256 "n_pasts": 1000,
257 "n_runs": 125,
259 "filter": "moving-average",
260 "sigma": 1.0,
261 "width": 8
262 },
263 "predicted": 0.6099987154839898,
265 "se": 0.0066537920901267155
267 {
268 "L": 8,
269 "M": 512,
270 "highres_szego": 3.0470955851806454,
271 "id": "ma8_s16",
273 "mean": 3.1764509568619204,
274 "n_pasts": 1000,
275 "n_runs": 125,
277 "filter": "moving-average",
278 "sigma": 16.0,
279 "width": 8
280 },
281 "predicted": 3.1776500292335506,
283 "se": 0.007980398243401262
285 {
286 "L": 8,
287 "M": 512,
288 "highres_szego": 0.04709558518064521,
289 "id": "ma8_s2",
291 "mean": 0.975800651112049,
292 "n_pasts": 1000,
293 "n_runs": 125,
295 "filter": "moving-average",
296 "sigma": 2.0,
297 "width": 8
298 },
299 "predicted": 0.9825176804091631,
301 "se": 0.003046005186107973
303 {
304 "L": 8,
305 "M": 512,
306 "highres_szego": 4.047095585180645,
307 "id": "ma8_s32",
309 "mean": 4.088553719000078,
310 "n_pasts": 1000,
311 "n_runs": 125,
313 "filter": "moving-average",
314 "sigma": 32.0,
315 "width": 8
316 },
317 "predicted": 4.112486639362294,
319 "se": 0.007738316655782986
321 {
322 "L": 8,
323 "M": 512,
324 "highres_szego": 1.0470955851806452,
325 "id": "ma8_s4",
327 "mean": 1.5572388482500423,
328 "n_pasts": 1000,
329 "n_runs": 125,
331 "filter": "moving-average",
332 "sigma": 4.0,
333 "width": 8
334 },
335 "predicted": 1.5529090070448803,
337 "se": 0.0033774877573578216
339 {
340 "L": 8,
341 "M": 512,
342 "highres_szego": 2.0470955851806454,
343 "id": "ma8_s8",
345 "mean": 2.3101158070692396,
346 "n_pasts": 1000,
347 "n_runs": 125,
349 "filter": "moving-average",
350 "sigma": 8.0,
351 "width": 8
352 },
353 "predicted": 2.3064317412363535,
355 "se": 0.00532215487502929
357 {
358 "L": 1,
359 "M": 512,
360 "highres_szego": 2.047095585180641,
361 "id": "none_s1",
363 "mean": 2.105550224734875,
364 "n_pasts": 1000,
365 "n_runs": 125,
367 "filter": "none",
368 "sigma": 1.0
369 },
370 "predicted": 2.1048326603976193,
372 "se": 0.002115104912931601
374 {
375 "L": 1,
376 "M": 512,
377 "highres_szego": 6.047095585180641,
378 "id": "none_s16",
380 "mean": 6.017663138719035,
381 "n_pasts": 1000,
382 "n_runs": 125,
384 "filter": "none",
385 "sigma": 16.0
386 },
387 "predicted": 6.047330360616512,
389 "se": 0.015802874027385082
391 {
392 "L": 1,
393 "M": 512,
394 "highres_szego": 3.047095585180641,
395 "id": "none_s2",
397 "mean": 3.0679305745206906,
398 "n_pasts": 1000,
399 "n_runs": 125,
401 "filter": "none",
402 "sigma": 2.0
403 },
404 "predicted": 3.0619692493630017,
406 "se": 0.003817025080783058
408 {
409 "L": 1,
410 "M": 512,
411 "highres_szego": 7.047095585180641,
412 "id": "none_s32",
414 "mean": 7.051969320421881,
415 "n_pasts": 1000,
416 "n_runs": 125,
418 "filter": "none",
419 "sigma": 32.0
420 },
421 "predicted": 7.047154286203572,
423 "se": 0.03379535029384707
425 {
426 "L": 1,
427 "M": 512,
428 "highres_szego": 4.047095585180641,
429 "id": "none_s4",
431 "mean": 4.038138755206642,
432 "n_pasts": 1000,
433 "n_runs": 125,
435 "filter": "none",
436 "sigma": 4.0
437 },
438 "predicted": 4.050842853422905,
440 "se": 0.00420286820530587
442 {
443 "L": 1,
444 "M": 512,
445 "highres_szego": 5.047095585180641,
446 "id": "none_s8",
448 "mean": 5.052033300118096,
449 "n_pasts": 1000,
450 "n_runs": 125,
452 "filter": "none",
453 "sigma": 8.0
454 },
455 "predicted": 5.048034228800837,
457 "se": 0.009284751197071704
459 ],
460 "estimand": "H(z_{M+1} | z_1..z_M) in bits/sample, for x ~ iid N(0, sigma^2) -> y = h * x -> z = round(y)",
463 "n0": 128,
464 "pasts_per_run": 8,
465 "r": 1.5,
466 "reps": 8,
467 "thin": "auto"
468 },