Please do LINEAR REGRESSION FORECASTING MODEL on this time series to find MAE , MSE and MAPE. Please upload workings on excel thank you in advance team!

Date	Private Dwellig Approvals
Jan-1965	8.8
Feb-65	9.1
Mar-65	8.7
Apr-65	8.9
May-65	8.4
Jun-65	8.6
Jul-65	8.2
Aug-65	7.9
Sep-65	7.7
Oct-65	7.7
Nov-65	7.6
Dec-65	7.4
Jan-66	7.7
Feb-66	8.1
Mar-66	8.2
Apr-66	8
May-66	8.2
Jun-66	8.5
Jul-66	8.3
Aug-66	8.5
Sep-66	8.5
Oct-66	9.1
Nov-66	8.6
Dec-66	8.5
Jan-67	8.4
Feb-67	9.3
Mar-67	7.9
Apr-67	8.9
May-67	9.2
Jun-67	9
Jul-67	9.2
Aug-67	9.4
Sep-67	9.4
Oct-67	9.8
Nov-67	9.9
Dec-67	9.5
Jan-68	11
Feb-68	9.6
Mar-68	10.2
Apr-68	10
May-68	10.7
Jun-68	10.5
Jul-68	10.9
Aug-68	10.9
Sep-68	11.3
Oct-68	10.5
Nov-68	10.8
Dec-68	11
Jan-69	11
Feb-69	10.9
Mar-69	10.7
Apr-69	11.3
May-69	11.6
Jun-69	11.3
Jul-69	11.8
Aug-69	11.9
Sep-69	11.3
Oct-69	11.7
Nov-69	11.8
Dec-69	13.1
Jan-70	11.9
Feb-70	12.2
Mar-70	11.4
Apr-70	12
May-70	9.6
Jun-70	9.4
Jul-70	9
Aug-70	9.7
Sep-70	10.4
Oct-70	10.5
Nov-70	10.2
Dec-70	10.9
Jan-71	10.8
Feb-71	10.4
Mar-71	10
Apr-71	10.8
May-71	10.1
Jun-71	10.6
Jul-71	11
Aug-71	11.4
Sep-71	10.4
Oct-71	11.2
Nov-71	10.9
Dec-71	11.4
Jan-72	11.6
Feb-72	11.6
Mar-72	12.1
Apr-72	10.8
May-72	12.2
Jun-72	12.4
Jul-72	12.3
Aug-72	12.7
Sep-72	13.7
Oct-72	13.4
Nov-72	14
Dec-72	13.9
Jan-73	15.8
Feb-73	14.5
Mar-73	15.7
Apr-73	14.4
May-73	15.6
Jun-73	16.2
Jul-73	15.9
Aug-73	16
Sep-73	15.8
Oct-73	15.4
Nov-73	14.6
Dec-73	13.6
Jan-74	13.1
Feb-74	12.7
Mar-74	12
Apr-74	11.7
May-74	12.6
Jun-74	11.3
Jul-74	10.6
Aug-74	8.2
Sep-74	7.3
Oct-74	7.4
Nov-74	7.5
Dec-74	7.6
Jan-75	7.7
Feb-75	7.9
Mar-75	9.3
Apr-75	8.8
May-75	9.5
Jun-75	9.7
Jul-75	9.6
Aug-75	10
Sep-75	10.6
Oct-75	10.7
Nov-75	12
Dec-75	11.4
Jan-76	11.2
Feb-76	12.1
Mar-76	11.5
Apr-76	12.2
May-76	11.4
Jun-76	11.1
Jul-76	11.4
Aug-76	10.9
Sep-76	11.5
Oct-76	11.4
Nov-76	11.3
Dec-76	11.2
Jan-77	11.6
Feb-77	10.3
Mar-77	8.5
Apr-77	10
May-77	9.6
Jun-77	9.5
Jul-77	9.9
Aug-77	9.9
Sep-77	9.3
Oct-77	9.6
Nov-77	9.1
Dec-77	9.3
Jan-78	9.3
Feb-78	9
Mar-78	9.1
Apr-78	8.8
May-78	8.8
Jun-78	8.9
Jul-78	8.8
Aug-78	8.8
Sep-78	9.5
Oct-78	9.7
Nov-78	9.7
Dec-78	10.3
Jan-79	9.3
Feb-79	10.3
Mar-79	10.1
Apr-79	10
May-79	10.7
Jun-79	10.7
Jul-79	10.7
Aug-79	10.6
Sep-79	10.9
Oct-79	11
Nov-79	11.2
Dec-79	10.2
Jan-80	11
Feb-80	11.6
Mar-80	11.9
Apr-80	12.1
May-80	11.7
Jun-80	11.9
Jul-80	11.5
Aug-80	12.3
Sep-80	11.8
Oct-80	12.2
Nov-80	12.4
Dec-80	12.3
Jan-81	12.6
Feb-81	12.3
Mar-81	12.5
Apr-81	12.8
May-81	12
Jun-81	12.5
Jul-81	12
Aug-81	12.4
Sep-81	12
Oct-81	11.8
Nov-81	11.6
Dec-81	10.9
Jan-82	11.1
Feb-82	10.6
Mar-82	10.3
Apr-82	10
May-82	9.4
Jun-82	8.8
Jul-82	9.3
Aug-82	8.2
Sep-82	8
Oct-82	8
Nov-82	8.1
Dec-82	8
Jan-83	8
Feb-83	8.5
Mar-83	8.6
Apr-83	8.7
May-83	9.5
Jun-83	9.5
Jul-83	9.2
Aug-83	10.3
Sep-83	10.6
Oct-83	10.9
Nov-83	10.8
Dec-83	12
Jan-84	10.4
Feb-84	11.8
Mar-84	12.5
Apr-84	12.2
May-84	13
Jun-84	12.2
Jul-84	12.6
Aug-84	12.8
Sep-84	11.6
Oct-84	12.2
Nov-84	12.2
Dec-84	12.1
Jan-85	11.9
Feb-85	12.1
Mar-85	12
Apr-85	12.7
May-85	11.9
Jun-85	12.5
Jul-85	12.3
Aug-85	12
Sep-85	11.8
Oct-85	12.5
Nov-85	10.8
Dec-85	10.2
Jan-86	10.5
Feb-86	9.9
Mar-86	9.6
Apr-86	9.2
May-86	8.9
Jun-86	9.6
Jul-86	9.5
Aug-86	9.1
Sep-86	9.1
Oct-86	9
Nov-86	9.3
Dec-86	9.2
Jan-87	8.7
Feb-87	9
Mar-87	9.2
Apr-87	8.6
May-87	9.4
Jun-87	9.2
Jul-87	9.6
Aug-87	9.9
Sep-87	10.2
Oct-87	10.9
Nov-87	11.4
Dec-87	11.6
Jan-88	12.5
Feb-88	12.3
Mar-88	12.3
Apr-88	13.6
May-88	13.4
Jun-88	14.4
Jul-88	14.4
Aug-88	15.9
Sep-88	15
Oct-88	14.8
Nov-88	15
Dec-88	14.7
Jan-89	14.7
Feb-89	15
Mar-89	14.6
Apr-89	15.2
May-89	14.2
Jun-89	13.3
Jul-89	11.7
Aug-89	11.5
Sep-89	11.2
Oct-89	11.5
Nov-89	11.1
Dec-89	10.8
Jan-90	10.4
Feb-90	11.2
Mar-90	10.9
Apr-90	10.7
May-90	10.5
Jun-90	9.9
Jul-90	9.8
Aug-90	9.8
Sep-90	9.8
Oct-90	9.7
Nov-90	10.6
Dec-90	9.4
Jan-91	9.9
Feb-91	9.9
Mar-91	9.9
Apr-91	9.5
May-91	10.6
Jun-91	10.2
Jul-91	11.3
Aug-91	11.3
Sep-91	11.2
Oct-91	11.2
Nov-91	11
Dec-91	11.1
Jan-92	11.4
Feb-92	11.5
Mar-92	11.9
Apr-92	12
May-92	12.4
Jun-92	12.7
Jul-92	12.8
Aug-92	13.2
Sep-92	12.9
Oct-92	13.4
Nov-92	13.2
Dec-92	13.9
Jan-93	14
Feb-93	13.3
Mar-93	13.9
Apr-93	14.4
May-93	13.6
Jun-93	13.8
Jul-93	14.4
Aug-93	14.3
Sep-93	14.5
Oct-93	14.7
Nov-93	14.7
Dec-93	14.8
Jan-94	15.6
Feb-94	14.8
Mar-94	14.9
Apr-94	15.2
May-94	16.8
Jun-94	15.8
Jul-94	14.8
Aug-94	17.2
Sep-94	16.4
Oct-94	15.3
Nov-94	14.3
Dec-94	13.9
Jan-95	12.9
Feb-95	12.7
Mar-95	11.8
Apr-95	11.5
May-95	11.7
Jun-95	10.9
Jul-95	10.7
Aug-95	10
Sep-95	10.5
Oct-95	9.5
Nov-95	9.7
Dec-95	9.8
Jan-96	8.9
Feb-96	10.1
Mar-96	9.9
Apr-96	9.6
May-96	10.5
Jun-96	9.8
Jul-96	10.3
Aug-96	10.7
Sep-96	9.6
Oct-96	10.7
Nov-96	10.4
Dec-96	10.3
Jan-97	11
Feb-97	11.6
Mar-97	11.5
Apr-97	11.7
May-97	12.3
Jun-97	11.4
Jul-97	11.1
Aug-97	13.1
Sep-97	12.1
Oct-97	11.8
Nov-97	12.5
Dec-97	12.6
Jan-98	12.8
Feb-98	12.2
Mar-98	12.8
Apr-98	13.7
May-98	12.7
Jun-98	13.5
Jul-98	13.2
Aug-98	12.3
Sep-98	12
Oct-98	11.8
Nov-98	12.7
Dec-98	12.7
Jan-99	11.9
Feb-99	12.9
Mar-99	12.3
Apr-99	13.1
May-99	12.8
Jun-99	13.4
Jul-99	14.4
Aug-99	15
Sep-99	14.3
Oct-99	14.5
Nov-99	15.1
Dec-99	15.5
Jan-00	16.4
Feb-00	15.9
Mar-00	14.4
Apr-00	13.9
May-00	12.8
Jun-00	10.4
Jul-00	9.3
Aug-00	8.9
Sep-00	8.8
Oct-00	9.1
Nov-00	10.2
Dec-00	9.8
Jan-01	9.7
Feb-01	9
Mar-01	9.3
Apr-01	10.1
May-01	11.8
Jun-01	12
Jul-01	12.6
Aug-01	14.7
Sep-01	14.4
Oct-01	14.4
Nov-01	14.2
Dec-01	14
Jan-02	13.9
Feb-02	13.3
Mar-02	14.4
Apr-02	15.6
May-02	14.5
Jun-02	14.2
Jul-02	13.7
Aug-02	17.5
Sep-02	13.7
Oct-02	17.6
Nov-02	13.5
Dec-02	13.8
Jan-03	14.6
Feb-03	13.4
Mar-03	14.5
Apr-03	14.5
May-03	14.1
Jun-03	14.2
Jul-03	14.9
Aug-03	14.7
Sep-03	16.2
Oct-03	16.5
Nov-03	14.6
Dec-03	14.6
Jan-04	14.8
Feb-04	14.4
Mar-04	15.1
Apr-04	15.2
May-04	14.9
Jun-04	14.4
Jul-04	13.8
Aug-04	13.5
Sep-04	12.7
Oct-04	12.6
Nov-04	12.5
Dec-04	13.4
Jan-05	13.7
Feb-05	13.3
Mar-05	12.9
Apr-05	13.1
May-05	14.6
Jun-05	14.1
Jul-05	12.6
Aug-05	11.9
Sep-05	11.9
Oct-05	11.9
Nov-05	12.3
Dec-05	12.5
Jan-06	12.4
Feb-06	12.6
Mar-06	12.7
Apr-06	12.3
May-06	13.2
Jun-06	13.1
Jul-06	13.8
Aug-06	12.5
Sep-06	12.8
Oct-06	12.1
Nov-06	12.4
Dec-06	12.2
Jan-07	12.3
Feb-07	13.4
Mar-07	12.1
Apr-07	12.6
May-07	12.5
Jun-07	12.9
Jul-07	12.8
Aug-07	12.6
Sep-07	13.6
Oct-07	13.9
Nov-07	14.3
Dec-07	13.9
Jan-08	14
Feb-08	13.4
Mar-08	12.3
Apr-08	13.4
May-08	12.7
Jun-08	13
Jul-08	12.7
Aug-08	12
Sep-08	11.4
Oct-08	11.3
Nov-08	10
Dec-08	9.6
Jan-09	9.2
Feb-09	10.5
Mar-09	10.5
Apr-09	11
May-09	10.2
Jun-09	11.3
Jul-09	12.5
Aug-09	12.1
Sep-09	13.4
Oct-09	12.9
Nov-09	13.4
Dec-09	13.8
Jan-10	13.2
Feb-10	13.4
Mar-10	14.8
Apr-10	14.2
May-10	13.6
Jun-10	13.9
Jul-10	14.3
Aug-10	14
Sep-10	13.1
Oct-10	14.6
Nov-10	13.5
Dec-10	14.4
Jan-11	12.8
Feb-11	12.5
Mar-11	13.7
Apr-11	13.6
May-11	12.5
Jun-11	12.4
Jul-11	12.6
Aug-11	14.5
Sep-11	12.1
Oct-11	11.1
Nov-11	11.6
Dec-11	11.6
Jan-12	11
Feb-12	11.6
Mar-12	11.6
Apr-12	10.7
May-12	14.1
Jun-12	14.7
Jul-12	11.5
Aug-12	13.3
Sep-12	15
Oct-12	13.8
Nov-12	13.6
Dec-12	13.7
Jan-13	12.6
Feb-13	13
Mar-13	13.1
Apr-13	14.7
May-13	13.9
Jun-13	13.4
Jul-13	14.9
Aug-13	14.7
Sep-13	18.1
Oct-13	17.4
Nov-13	17
Dec-13	16.7
Jan-14	17.5
Feb-14	16.5
Mar-14	15.7
Apr-14	16.1
May-14	16.5
Jun-14	16.3
Jul-14	16.9
Aug-14	18.3
Sep-14	16.2
Oct-14	18
Nov-14	19.9
Dec-14	19.9
Jan-15	19.6
Feb-15	19.1
Mar-15	20.5
Apr-15	18.8
May-15	20.5
Jun-15	19
Jul-15	18.9
Aug-15	19.3
Sep-15	20.1
Oct-15	21.4
Nov-15	18.6
Dec-15	20.1
Jan-16	18.6
Feb-16	19.3
Mar-16	20.5
Apr-16	20.6
May-16	19.9
Jun-16	18.5
Jul-16	21.3
Aug-16	21.7
Sep-16	19.1
Oct-16	16.3
Nov-16	18.1
Dec-16	18.2
Jan-17	16.9
Feb-17	18.5
Mar-17	16.3
Apr-17	17.9
May-17	16.8
Jun-17	18.4
Jul-17	18.9
Aug-17	19.3
Sep-17	19.6
Oct-17	19.4
Nov-17	22.8
Dec-17	17.8
Jan-18	19.4
Feb-18	18.5
Mar-18	19.5
Apr-18	18.1
May-18	17.9
Jun-18	19.2
Jul-18	18.3
Aug-18	16.4
Sep-18	16.6
Oct-18	17.1
Nov-18	14.8
Dec-18	14.1
Jan-19	14.5
Feb-19	16.1
Mar-19	14.8
Apr-19	14.2
May-19	14.2
Jun-19	14.5
Jul-19	13.3
Aug-19	13.8
Sep-19	14.5
Oct-19	14.2
Nov-19	14.4
Dec-19	15.6
Jan-20	13.3
Feb-20	15.8
Mar-20	15
Apr-20	14.6
May-20	13
Jun-20	12.4
Jul-20	14.9
Aug-20	14.3
Sep-20	15.9
Oct-20	17.2
Nov-20	17.1
Dec-20	19.1
Jan-21	16.6
Feb-21	19.3
Mar-21	22.9
Apr-21	20
May-21	20.4
Jun-21	19.4
Jul-21	18.1
Aug-21	19.2
Sep-21	19.1
Oct-21	15.9
Nov-21	15.8
Dec-21	17.2
Jan-22	12.9
Feb-22	16.9
Mar-22	15.1
Apr-22	15.1
May-22	16.2
Jun-22	16
Jul-22	13.4