In a study of potential effects of both climate and pollution on disease specific mortality between the years 2010-2020 a team of researchers studied the disease specific averaged weekly mortality in Paris, France and the city's local climate (temperature degrees Fahrenheit), size of pollutants and levels of noxious chemical emissions from cars and industry in the air - all measured at the same points between 2010-2020.

All 5 series i.e. mortality, temperature, pollutants particle size and two chemical emissions (chem1, chem2) between 2010-2020 (508 time points) are given here inmort .csvDownload mort .csv

You will use this data for the calculation of 4 weeks ahead forecasts for mortality.

Your task is to give best 4 weeks ahead forecasts in terms of R squared, AIC, BIC, MASE etc (as is appropriate) for the mortality series. Provide the point forecasts and confidence intervals and corresponding plot for the most optimal model for each method used (DLM, ARDL, polyck, koyck, dynamic, exponential smoothing and state-space model).

Multiplepredictors are to be modelled i.e., use more than 1 predictor in regression type models, (i.e. multivariate). Point forecasts and confidence intervals should be reported along with appropriate graphs. Percentiles method for relevant covariates for the forecasts can be used.

Hint: Use MASE () function from the dLagM package to compute MASE for time series regression methods for model comparisons.

I JUST NEED THE R CODE FOR THIS IN RMD FORMAT.

THE FIRST PART IN THE BELOW LINK CAN HELP YOU SOLVE THIS QUESTION

https://rpubs.com/AnnaKrinochkina/537658

BELOW IS THE CSV FILE OR THE INPUT DATA.

MORT.csv

	mortality	temp	chem1	chem2	particle size
1	97.85	72.38	11.51	3.37	72.72
2	104.64	67.19	8.92	2.59	49.6
3	94.36	62.94	9.48	3.29	55.68
4	98.05	72.49	10.28	3.04	55.16
5	95.85	74.25	10.57	3.39	66.02
6	95.98	67.88	7.99	2.57	44.01
7	88.63	74.2	10.51	2.35	47.83
8	90.85	74.88	9.84	3.38	43.6
9	92.06	64.17	6.61	1.5	24.99
10	88.75	67.09	7.9	2.56	40.41
11	94.6	78.29	10.74	3.04	51.93
12	92.86	68.07	5.89	2.64	32.26
13	98.02	86.7	12.7	5.14	73.65
14	87.64	69.43	4.82	2.87	30.15
15	97.4	75.22	7.1	3.54	41.1
16	83.24	77.29	6.29	2.67	41.53
17	86.6	69.96	5.03	1.55	29.46
18	90.69	79.35	7.81	2.93	51.13
19	82.86	82.94	7.97	3.64	41.37
20	99.06	89.79	9.53	5.91	59.49
21	81	80.19	7.55	3.69	48.25
22	93.18	87.58	8.61	4.3	51.73
23	86.86	81.76	6.73	3.97	44.21
24	89.35	86.79	9.78	4.98	59.59
25	87.13	87.46	9.28	5.64	60.82
26	88.39	88.21	9.08	3.99	55.01
27	85.38	83.4	7.5	4.2	50.59
28	83.96	86.1	9.8	4.48	55.05
29	84.95	82.16	8.93	3.96	48
30	86.81	81.31	9.81	3.65	55.37
31	85.25	78.99	12.34	4.91	64.44
32	94.72	92.56	16.32	4.26	75
33	90.96	84.5	13.61	4.02	61.46
34	87.73	76.44	11.64	2.95	50.04
35	92.58	73.97	10.19	3.73	49.9
36	87.02	69.63	9.76	2.02	51.14
37	92.68	81.05	22.19	4.98	77.88
38	97.95	69.57	11.02	3.05	46.71
39	94.19	78.05	19.36	3.73	73.86
40	93.95	70.61	20.55	3.53	76.87
41	92.29	60.95	10.82	2.24	39.85
42	93.48	67.74	20.05	3.03	71.52
43	97.41	68.5	18.6	2.81	63.87
44	96.98	54.84	11.9	2	48.81
45	106.6	60.58	16.83	2.27	68.82
46	112.41	62.14	14.66	2.9	64.39
47	118.59	51.26	13.6	3.31	81.76
48	107.9	72.55	20.29	3.44	73.55
49	111.82	64.42	14.13	3.13	67.99
50	102.78	78.25	22.39	4.42	75.37
51	100.63	59.17	11.15	3.6	65.23
52	106.54	80.89	19.96	4.86	69.91
53	105.39	58.63	8.41	1.79	44.34
54	104.99	62.5	7.36	2.95	40.8
55	102.72	67.52	11.45	3.64	55.09
56	104.67	63.56	6.63	2.79	38.44
57	103.3	74.87	10.11	3.77	53.54
58	98.46	64.98	6.23	3.25	42.46
59	100.78	82.7	11.15	4.78	53.22
60	94.43	72.63	7.92	3.37	44.41
61	92.16	65.36	5.38	2.24	31.29
62	92.13	63.33	5.63	2	31.1
63	95.04	66.1	5.72	2.78	35.92
64	86.88	64.85	6.41	2.38	37.73
65	95.29	76.37	6.27	3.27	35
66	85.39	75.27	6.35	2.82	36.25
67	92.63	65.15	3.4	2.23	22.75
68	88.72	69.62	4.7	1.95	32.26
69	87.09	72.81	5.09	2.57	34.77
70	83.92	85.57	7.92	4.94	52.73
71	89.01	78.58	5.1	3.45	36.59
72	78.14	77.32	4.73	2.83	30.04
73	92.84	87.27	7.96	4.75	49.91
74	88.65	86.29	6.28	3.49	42.6
75	86.66	83.55	5.46	3.84	35.89
76	82.04	88.57	6.88	4.08	41.76
77	105.15	95.34	8.86	6.49	47.03
78	94.19	88.18	6.37	4.05	36.62
79	83.99	82.71	4.64	3.12	31.4
80	88.22	89.8	9.06	4.83	46.76
81	85.59	81.63	4.92	3.35	30.6
82	99.21	98.95	12.41	6.53	60.58
83	87.77	82.58	5.63	3.1	33.3
84	90.39	79.74	9.57	3.53	50.08
85	82.25	77.31	9.21	2.34	46.99
86	102.92	99.88	17.13	6.57	73.07
87	86.84	69.19	7.22	4.07	50.28
88	97.22	76.29	13.53	3.62	71.6
89	94.97	64.28	8.43	1.92	50.09
90	104.86	78.61	16.81	6.04	82.85
91	80.53	65.87	9.9	3.92	58.36
92	102.47	68.18	14.13	3.11	62.63
93	97.8	65.98	13.42	3.77	71.27
94	95.28	63.95	9.76	3.05	50.85
95	105.64	57.65	11.27	2.84	65.13
96	106.44	64.27	15.63	4.19	74.74
97	110.65	55.18	7.79	1.93	39.59
98	114.41	63.52	12.95	3.36	69.67
99	115.98	63.95	16.95	5.92	84.23
100	112.72	69.91	19.75	5.49	84.96
101	115.99	58.9	10.55	4.97	67.68
102	104.14	65.25	13.33	2.53	58.62
103	109.3	62.79	11.42	3.98	57.02
104	111.47	71.43	13.62	3.15	64.58
105	102.67	68.72	12.02	5.44	63.25
106	101.34	66.96	10.46	4.92	56.92
107	94.97	75.68	7.81	4.9	46.59
108	90.48	68.57	8.25	4.82	49.2
109	93.7	68.62	6.46	4.48	48.55
110	81.87	69.61	7.51	3.89	39.16
111	91.12	71.89	7.85	3.75	43.59
112	90.55	73.66	8.41	4.02	43.26
113	89.62	70.67	6.53	2.78	35.86
114	91.63	69.9	7.49	2.64	40.4
115	89.22	80.23	7.42	4.97	44.84
116	84.81	67.16	3.89	2.46	28.72
117	95	81.71	7.99	4.57	44.4
118	83.77	66.2	3.68	1.97	24.24
119	98.26	80.79	6.98	2.49	37.13
120	82.87	84.12	5.23	3.49	38.01
121	85.51	75.52	5.53	2.53	32.22
122	84.67	81.55	5.22	3.32	32.86
123	84.45	75.88	4.69	2.26	25.83
124	93.96	82.45	5.42	4.78	37.95
125	82.47	84.86	6.44	5.33	36.93
126	89.18	84.93	5.47	3.46	34.03
127	87.33	79.73	4.92	2.85	27.68
128	92.67	97.2	10.07	5.08	52.62
129	93.83	85.97	5.57	3.65	36.51
130	86.65	82	4.74	2.86	33.53
131	89.35	81.95	6.59	2.75	39.94
132	77.97	83.56	6.22	3.05	36.85
133	86.06	86.14	6.53	3.15	38.93
134	83.34	77.63	4.4	2.44	24.55
135	87.35	77.19	7.67	3.87	48.89
136	90.58	82.16	8.39	2.59	48.69
137	84.72	78.57	7.42	3.72	42.71
138	88.32	78.92	8.1	2.67	42.34
139	82.62	74.47	9.12	1.98	50.98
140	92.52	71.01	10.04	4.3	56.67
141	86.73	72.2	10.56	2.95	61.51
142	99.54	72.59	14.36	3.96	73.11
143	95.5	65.8	9.08	2.82	57.48
144	92.34	64.16	10.55	2.66	56.63
145	97.49	73.18	13.84	3.22	67.47
146	97.9	74.71	16.64	3.6	71.64
147	97.54	50.91	8.04	1.92	54.52
148	103.78	66.46	12.8	3.05	74.98
149	110.17	75.48	17.6	3.32	74.95
150	116.04	67.78	10.18	3.42	57.3
151	132.04	56.68	11.13	2.24	71.59
152	126.95	70.08	14.21	3.51	69.8
153	121.11	58.58	8.14	1.93	47.92
154	119.3	67.7	11.7	2.97	63.78
155	118.2	63.88	10.32	2.02	59.76
156	102.36	59.07	6.63	2.2	40.04
157	98.44	68.55	9.27	2.73	47.44
158	97.87	68.35	7.46	2.14	42.77
159	92.98	65.6	7.64	2.11	41.51
160	96.16	58.75	5.41	1.79	31.86
161	86.83	65.67	7.08	2.43	41.68
162	91.09	59.85	5.21	2.08	29.07
163	92.5	63.95	5.18	2.25	30.83
164	90.64	77.14	7.57	2.16	44.48
165	80.69	66.59	5.26	3.28	38.35
166	99.91	72.86	5.67	2.22	30.98
167	89.09	67.87	4.71	3.06	37.46
168	94.25	73.61	5.75	2.41	39.57
169	93.33	71.45	5.41	3.41	40.28
170	84.08	69.97	4	2.43	31.64
171	86.37	78.49	5.65	3.76	36.16
172	86.61	72.52	3.69	2.48	26.97
173	82.47	84.84	6.96	4.27	45.76
174	82.73	72.97	4.33	1.7	28.17
175	98.29	96.23	8.23	4.72	47.48
176	87.02	81.68	4.89	4.93	37.47
177	91.13	83.17	5.33	4.57	38.23
178	80.23	79.42	3.46	3.2	30.47
179	81.36	78.64	5.14	4.24	32.5
180	82.8	86.44	6.21	4.73	42.1
181	87.24	82.08	4.78	4.1	33.92
182	79.37	80.73	4.28	3.75	30.54
183	86.83	87.68	7.36	5.91	45.7
184	82	81.44	5.76	3.85	37.03
185	77.96	77.34	3.88	2.78	30.5
186	79.69	75.18	4.2	2.6	33.47
187	87.32	75.85	4.9	3.23	36.95
188	85.33	74.24	6.1	4.05	41.08
189	92.02	87.78	11.14	3.95	56.16
190	84.03	69.09	5.59	3.46	41.31
191	83.45	82.08	13.21	4.43	66.01
192	82.35	79.84	10.39	3.85	56.46
193	89.17	82.8	13.33	4.01	62.06
194	82.24	73.56	10.34	2.93	54.2
195	93.35	73.74	13.51	5.65	73.04
196	89.16	63.94	7.89	1.86	45.54
197	95.13	63.08	8.88	2.92	53.33
198	89.1	64.79	12.47	3.44	67.77
199	100.32	75.45	16.17	3.3	75.61
200	95.61	67.12	13.99	3.64	71.46
201	99.61	69.12	11.82	3.1	63.29
202	105.82	61.56	8.9	2.25	62.04
203	104.2	51.22	5.07	1.1	38.94
204	95.45	64.28	11.93	2.39	63.31
205	90.48	65.41	11.94	2.76	67.74
206	93.58	65.45	13.15	3.26	73.76
207	91.71	65.68	12.8	3.26	70.13
208	95.29	72.25	11.26	2.79	65.87
209	94.69	63.18	9.4	3.2	53.98
210	102.5	71.55	8.58	2.15	52.55
211	98.58	67.3	8.16	2.71	47.86
212	107.12	59.64	7.12	2	46.35
213	99.29	73.43	11	3.7	63.72
214	96.85	61.91	3.95	1.51	30.78
215	89.02	64.85	4.66	2.24	30.02
216	96.27	74.43	5.81	1.94	38.49
217	97.55	74.39	5.96	2.3	42.06
218	85.16	70.8	5.46	2.49	37.61
219	94.77	72.49	4.53	2.48	40.2
220	85.45	70.06	3.69	2.2	29.69
221	97.46	70.25	3.64	2.26	29.53
222	83.31	66.51	3.26	1.85	25.86
223	91.41	83.11	5.48	2.76	38.95
224	88.84	71.29	3.38	2.26	25.7
225	86.44	75.49	3.46	2.57	27.84
226	82.08	80.98	4.77	2.55	35.82
227	83.63	83.52	5.28	4.26	35.45
228	95.22	88.27	6.79	3.84	42.62
229	80.28	77.88	2.9	1.79	25.63
230	85.59	82.23	5.08	2.55	33.96
231	84.68	90.75	6.1	3.02	42.15
232	81.53	86.58	4.88	2.53	37.38
233	89.2	84.8	4.55	2.49	30.58
234	74.51	80.32	3.04	1.86	23.68
235	81.85	80.23	4.88	2.22	33.1
236	81.97	82.88	4.71	2.9	36.67
237	85.01	85	6.54	3.39	38.6
238	86.98	88.96	7.71	3.83	45.79
239	81.67	78.11	5.41	2.7	33.46
240	91.11	85.06	9.29	4.59	50.93
241	83.38	76.39	6.08	2.49	41.47
242	86.18	74.23	6.38	2.33	28.15
243	89.93	76.42	9.17	2.46	54.62
244	91.82	83.68	12.72	3.9	59.46
245	92.27	67.62	6.84	1.97	35.47
246	89.29	64.36	9.72	2.44	52.77
247	85.41	81.7	12.82	2.47	65.32
248	96.78	72.67	14	3.75	66.49
249	83.6	73.59	10.95	3.46	62.46
250	98.63	69.09	15.21	4.54	60.38
251	90.86	66.75	13.18	2.89	72.83
252	94.36	70.03	13.7	3.68	53.78
253	97.52	69.53	19.4	4.21	81.09
254	108.68	55.33	5.92	1.81	44.05
255	107.23	63.17	13	3.18	65.68
256	107.08	66	10.2	2.76	45.98
257	113.39	80.86	19.76	4.66	77.13
258	105.51	69.57	15.12	4.65	69.77
259	111.9	54.85	8.72	1.85	51.34
260	110.44	64.21	10.06	3.22	43.97
261	95.42	62.12	9.13	2.8	45.11
262	97.78	66.21	9	2.43	49.49
263	90.38	69.77	13.78	6.06	68.46
264	86.89	60.84	6.19	1.85	32.69
265	91.59	59.44	8	2.16	35.97
266	85.51	65.65	7.33	2.7	40.71
267	88.16	64.09	5.23	2.05	27.56
268	87.03	60.63	7.59	2	38.52
269	88.61	60.19	4.46	1.5	24.95
270	96.96	63.92	5.71	2.72	28.94
271	80.03	66.83	4.82	2.19	27.64
272	80.53	69.48	5.09	2.51	34.4
273	76.46	74.17	6.37	3.09	38.51
274	78.85	69.29	4.07	2.15	27.59
275	87.03	70.86	5.14	2.45	27.26
276	82.27	75.34	4	2.68	30.53
277	78.92	72.66	4.7	2.28	28.93
278	72.75	74.91	4.27	2.35	31.07
279	77.75	70.17	4.34	1.73	21.8
280	83.79	81.41	6.47	3.27	39.47
281	82.13	82.03	5.44	2.39	32.09
282	76.42	85.76	5	3.43	38.39
283	74.58	78.54	3.02	1.88	24.72
284	79.61	84.44	4.64	3.34	36.54
285	76.52	82.87	4.35	2.76	33.27
286	79.27	86.52	6.5	4.28	42.32
287	74.7	77.5	2.84	2.41	24.6
288	75.49	81.72	5.43	2.88	34.57
289	82.82	82.61	6.4	3.06	42.28
290	80.29	83.09	5.99	4.01	42.04
291	80.05	75.74	5.01	2.23	32.93
292	78.64	92.27	9.58	3.52	55.42
293	79.4	86.41	7.11	3.13	47.8
294	71.02	83.03	7.47	3.86	49.69
295	73.55	73.16	5.38	1.72	32.25
296	79.6	78.82	10.7	2.76	62.39
297	85.08	70.51	6.12	1.77	39.47
298	90.14	76.06	13.51	3.88	71.81
299	82.26	71.35	11.26	3.65	66.09
300	86.75	76.99	13.05	3.64	66.65
301	90.11	72.96	12.92	3.18	87.02
302	94.86	66.78	9.77	2.3	70.08
303	89.68	74.69	14.1	4.12	75.04
304	90.16	64.15	9.17	2.75	57.53
305	85.73	67.28	16.03	4.6	86.54
306	96.82	70.73	12.35	3.13	74.91
307	100.37	63.84	9.87	2.48	65.11
308	93.43	68.01	13.86	3.62	77.79
309	94.12	84.19	14.4	3.5	68.15
310	89.26	71.08	9.67	2.76	56.86
311	91.81	81.45	14.67	4.33	72.82
312	97.4	56.52	4.61	1.2	28.88
313	102.71	66.95	8.59	1.9	46.97
314	101.94	68.92	7.8	1.74	46.06
315	97.4	68.9	7.69	2.81	45.68
316	96.12	58.7	5.55	1.4	34.93
317	105.45	68.56	7.4	2.91	42.69
318	94.34	77.03	8.3	3.77	49.61
319	92.51	74.53	6.15	1.86	34.81
320	88.47	65.47	5.37	1.78	32.69
321	85.47	63.42	4.86	1.39	37.25
322	85.7	65.54	4.96	1.51	30.87
323	84.48	72.34	4.84	1.52	33.85
324	85.63	75.18	5.14	2.89	37.26
325	79.67	69.01	3.99	1.54	30.77
326	80.78	81.77	5.87	3.55	41.64
327	74.58	72.28	3.63	1.19	24.47
328	76.32	71.28	3.52	1.74	27.11
329	80.37	75.07	4.66	1.57	26.35
330	83.3	75.16	4.86	1.63	31.02
331	82.98	81.58	4.86	2.29	31.12
332	91.34	97.05	7.93	3.61	51.07
333	78.57	82.14	4.06	2.35	31.41
334	76.68	86.48	5.54	3.1	38.8
335	76.47	76.96	2.91	1.27	20.25
336	73.66	82.26	5.43	3.02	39.55
337	78.61	79.43	3.75	1.95	24.78
338	83.4	81.49	5.45	2.16	34.29
339	71.96	79.63	5.11	2.04	28.97
340	77.17	79.22	4.4	1.69	23.49
341	72.38	89.34	7.67	3.61	43.61
342	79.52	88.24	5.69	2.85	35.53
343	72.05	80.14	6.78	1.68	37.07
344	75.86	73.39	4.72	1.73	26.8
345	74.32	76.39	5.14	1.56	32.85
346	77.7	76.47	5.01	1.49	32.26
347	82.99	91.3	10.36	2.92	62.64
348	77.79	77.99	6.65	2.43	46.12
349	77.42	76.1	6.31	1.45	39.81
350	85.55	78.61	10.15	2.75	58.6
351	85.33	92.59	14.91	3	62.88
352	82.16	68.47	8.7	2.51	55.21
353	83.74	81.56	14.29	3.6	70.06
354	84.4	67.83	10.36	2.78	68.84
355	90.32	76.99	13.92	3	72.52
356	82.74	73.07	14.02	3.13	76.28
357	91.5	74.46	13.48	2.91	70.51
358	96.23	70.52	12.89	2.72	82.92
359	92.9	61.91	9.29	2.42	59.98
360	92.3	57.1	7.3	1.67	49.06
361	91.76	71.27	12.41	2.81	73.6
362	92.34	71.62	10.19	3.52	66.53
363	78.91	67.98	8.98	2.63	58.9
364	88.06	71.32	11.19	3.33	73.23
365	81.91	79.33	11.16	3.73	63.09
366	79.68	77.07	10.06	4.07	59.88
367	83.2	64.14	5.25	1.07	38.2
368	84.05	70.01	7.39	1.85	50.47
369	85.8	67.66	6.24	2.12	42.62
370	84.39	64.96	6.11	2.03	43.78
371	91.74	64.32	4.61	1.6	32.37
372	90.65	64.39	5.49	1.69	38.38
373	89.67	72.46	5.12	2.77	38.56
374	86.24	69.26	3.7	2.43	29.4
375	91.46	79.96	6.82	3.78	42.67
376	83.3	72.32	3.36	2.33	26.34
377	83.05	65.33	3.61	1.46	25.97
378	74.14	63.72	3.84	1.26	25.43
379	90.12	72.99	4.21	2.43	31.87
380	83.84	70.59	3.77	1.92	24.29
381	79.94	82.12	4.63	4.19	39.16
382	74.65	71.94	3.3	1.69	25.12
383	77.89	77.99	4.04	2.21	29.09
384	78.06	79.02	3.81	3.24	44.28
385	74.96	83.07	3.91	2.75	30.82
386	77.9	81.49	4.25	3.03	35.48
387	73.65	82.91	3.79	3.18	32
388	79.32	87.11	4.66	3.13	42.21
389	82.91	92.02	6.78	3.56	50.72
390	79.48	85.54	4.18	2.78	35.68
391	73.21	84.15	5.39	3.27	42.33
392	76.46	82.93	5.74	2.76	38.64
393	73.76	81.01	4.1	2.27	31.34
394	68.11	82.98	4.89	2.18	35.67
395	76.53	86.47	6.11	3.48	46.25
396	68.46	73.07	4.54	1.36	28.99
397	72.84	78.81	5.64	2.29	40.95
398	79.92	78.61	6.85	2.35	43.52
399	73.26	83.8	8.85	2.92	55.96
400	79.55	80.63	7.74	3.24	62.68
401	77.02	75.79	8.04	2.24	55.11
402	78.39	76.87	10.01	2.94	58.2
403	81.86	75.78	8.65	1.91	46.54
404	88.2	78.31	12.47	3.14	70.18
405	75.69	70.57	10.97	2.94	63.47
406	88.85	83.35	10.48	2.19	54.2
407	82.52	79.17	14.92	4.51	79.33
408	87.44	69.94	13.49	4.16	84.63
409	82.91	66.75	10.22	2.87	61.3
410	92.84	66.62	6.3	1.12	45.23
411	91.85	62.94	8.14	1.67	49.39
412	89.82	64.65	9.58	1.29	55.44
413	96.84	63.45	8.65	1.54	52.89
414	99.56	63.91	8.19	1.76	49.81
415	105.1	69.26	11.06	3.03	70.13
416	95.7	68.55	8.57	2.29	51.2
417	93.46	59.6	5.77	1.17	33.42
418	99.27	68.71	7.66	1.75	51.38
419	90.39	68.35	7.32	2.36	44.75
420	85.85	63.91	4.99	1.12	29.73
421	86.69	64.59	6.03	1.86	40.61
422	92.94	78.16	6.54	2	38.54
423	86.63	71.89	5.82	2.22	33.52
424	89.78	68.35	4.22	1.84	27.99
425	83.22	65.57	4.94	2.09	33.03
426	86.04	65.92	3.56	1.91	28.45
427	81.53	71.91	4.97	2.51	34.62
428	77.46	68.16	3.89	2.09	28.5
429	76.63	73.9	4.47	2.1	36.68
430	82.09	83.73	5.26	3.28	38.51
431	81.22	79.38	4.39	2.53	36.46
432	70.96	78.17	4.39	2.38	31.67
433	80.17	77.3	3.65	1.79	29.37
434	78.48	83.43	4.48	2.69	45.1
435	76.8	83.93	4.84	2.21	37.34
436	77.63	87.74	5.1	2.64	40.83
437	74.31	77.66	3.28	1.85	26.23
438	76.3	80.67	3.88	2.07	41.39
439	85.97	91.38	5.49	3.34	54.79
440	73.07	83.42	5.03	2.83	48.53
441	76.29	86.22	4.84	2.43	49.52
442	75.21	86.73	4.15	2.44	48.24
443	79.18	83.13	3.56	1.42	38.98
444	78.25	82.4	4.69	2.47	48.3
445	77.24	81.07	5.21	2.09	50.38
446	81.55	86.72	4.51	2.99	46.98
447	75.46	79.65	4.99	1.58	37.37
448	76.86	73.96	3.88	1.52	33.96
449	88.43	97.15	8.84	1.78	42
450	92.93	91.51	8.61	3.19	83.31
451	77.65	80.58	5.52	1.76	56.31
452	78.74	86.14	10.58	3.22	80.37
453	73.63	77.45	7	1.66	44.22
454	82.11	74.57	7.42	2.26	56.81
455	80.81	77.18	11.23	2.43	65.55
456	84.34	65.59	7.58	1.86	54.19
457	83.48	67.1	11.33	2.39	59
458	76.4	62.08	6.25	1.25	34.21
459	92.77	67.25	12.28	2.53	70.47
460	88.09	61.28	8.23	1.74	45.77
461	96.2	68.06	12.34	2.36	58.69
462	100.28	61.26	11.95	3.13	68.59
463	107.58	62.92	10.19	2.39	69.01
464	93.73	64.12	8.85	1.89	41.98
465	87.33	62.73	7.62	1.59	57.91
466	88.11	60.33	8.52	1.42	40.87
467	88.07	58.26	7.85	1.65	49.12
468	100.81	56.32	5.12	1.12	36.65
469	95.52	70.43	12.87	4.03	97.94
470	91.14	61.93	6.76	1.53	40.38
471	85.67	62.81	5.89	1.41	41.46
472	88.24	66.1	6.69	1.48	52.88
473	88.61	76.3	7.13	2.31	66.78
474	85.64	58.65	4.22	1.24	33.82
475	87.29	64.99	4.96	1.38	36.4
476	83.92	66.89	4.23	1.33	35.32
477	89.15	72.41	4.27	1.42	41.24
478	87.61	72.35	4.88	1.56	37.87
479	81.99	71.47	4.83	1.93	45.54
480	84.86	74.14	4.23	1.51	37.26
481	81.17	65.76	3.08	1.16	35.95
482	87.33	83.13	4.91	1.39	42.48
483	86.4	73.7	3.17	1.62	42.84
484	85.9	76.09	3.75	1.29	34.24
485	79.01	69.63	2.8	0.86	37.36
486	83.49	86.79	4.83	1.59	39.51
487	87.88	86.49	4.32	1.9	54.25
488	74.94	78.49	3.63	1.6	37.89
489	80.32	84.7	4.97	2.01	48.03
490	81.75	80.75	3.82	1.79	43.51
491	78.68	84.53	4.12	1.9	48.69
492	74.62	85.34	4.47	2.08	54.48
493	74.16	83.88	4.02	2.28	49.22
494	71.5	84.91	4.26	2.23	50.34
495	75.89	84.63	4.94	2.31	55.97
496	74.89	78.23	2.52	1.5	35.5
497	77.36	86.6	6.06	2.31	62.81
498	73.63	79.98	3.5	1.65	38.61
499	81.17	90.93	5.8	2.55	63.6
500	83.91	93.43	8.37	2.83	57.53
501	82.36	90.16	6.6	2.05	54.97
502	79.74	80.38	4.34	1.57	47.22
503	73.46	82.37	7.75	2.28	69.14
504	79.03	75.35	4.74	1.72	42.17
505	76.56	72.29	5.76	1.49	45.59
506	78.52	75.68	8.45	1.89	70.72
507	89.43	73.33	8.24	1.63	57.58
508	85.49	70.52	8.01	1.58	62.61