30 Jun RELATIONS AND MODELING OF GDP AND HOUSE PRICE INDEX OF USA
Relations and Modeling of GDP and House price index of USA
Use R coding
You could refer to the example report uploaded.
1. data background
2. process data to be used
3. use models to model the two datasets separately.
Models: AR, MA, ARMA, or seasonal model.
Test and use GARCH models (different kinds)
Could compare different models
Pick models
Test models, use tsdiag, box-test
Predict/forecast
4. regress GDP on House Price Index
test linear relation
test regress
5. conclusion
Month US_house price indexes(1/1/91 is 100) US-Real GDP(billion)
1/1/1993 104.46 8421.122
2/1/1993 104.22 8441.720
3/1/1993 104.54 8434.974
4/1/1993 105.22 8456.270
5/1/1993 105.40 8493.134
6/1/1993 105.80 8510.093
7/1/1993 105.88 8488.211
8/1/1993 106.22 8519.392
9/1/1993 106.63 8585.967
10/1/1993 106.90 8577.206
11/1/1993 107.19 8665.331
12/1/1993 107.69 8689.101
1/1/1994 107.98 8693.560
2/1/1994 108.19 8743.073
3/1/1994 108.59 8747.339
4/1/1994 108.92 8784.426
5/1/1994 109.27 8900.355
6/1/1994 109.49 8857.441
7/1/1994 109.62 8883.274
8/1/1994 109.91 8936.925
9/1/1994 110.01 8893.050
10/1/1994 110.26 8986.683
11/1/1994 110.52 8984.437
12/1/1994 110.51 9038.793
1/1/1995 110.89 9066.653
2/1/1995 111.38 8983.778
3/1/1995 111.30 9025.702
4/1/1995 111.48 9004.417
5/1/1995 111.59 9028.002
6/1/1995 112.02 9102.100
7/1/1995 112.54 9060.917
8/1/1995 112.83 9112.276
9/1/1995 113.06 9189.307
10/1/1995 113.19 9160.983
11/1/1995 113.37 9161.269
12/1/1995 113.81 9231.176
1/1/1996 114.26 9227.709
2/1/1996 114.49 9230.075
3/1/1996 114.83 9284.575
4/1/1996 115.15 9416.306
5/1/1996 115.43 9380.146
6/1/1996 115.54 9425.590
7/1/1996 115.97 9461.372
8/1/1996 115.93 9478.114
9/1/1996 116.31 9527.729
10/1/1996 116.35 9597.305
11/1/1996 116.69 9612.219
12/1/1996 117.03 9568.335
1/1/1997 117.16 9630.832
2/1/1997 117.48 9695.267
3/1/1997 117.99 9672.755
4/1/1997 118.21 9800.132
5/1/1997 118.64 9765.642
6/1/1997 118.73 9863.249
7/1/1997 119.05 9909.637
8/1/1997 119.47 9920.097
9/1/1997 119.59 9968.654
10/1/1997 120.24 9998.874
11/1/1997 120.62 9971.687
12/1/1997 121.02 10056.427
1/1/1998 121.42 9994.757
2/1/1998 122.33 10144.596
3/1/1998 122.74 10171.217
4/1/1998 123.32 10153.150
5/1/1998 123.81 10167.215
6/1/1998 124.61 10262.722
7/1/1998 124.91 10246.877
8/1/1998 125.48 10297.130
9/1/1998 126.26 10442.584
10/1/1998 126.81 10488.396
11/1/1998 127.61 10528.351
12/1/1998 128.17 10506.185
1/1/1999 128.94 10531.156
2/1/1999 129.50 10610.546
3/1/1999 130.02 10661.897
4/1/1999 130.68 10652.193
5/1/1999 131.48 10703.495
6/1/1999 132.07 10696.316
7/1/1999 132.79 10803.424
8/1/1999 133.64 10796.405
9/1/1999 134.04 10859.905
10/1/1999 134.93 10930.045
11/1/1999 135.43 11016.745
12/1/1999 136.06 11096.097
1/1/2000 137.61 10985.345
2/1/2000 137.52 11037.937
3/1/2000 138.54 11105.711
4/1/2000 139.51 11240.435
5/1/2000 140.15 11252.356
6/1/2000 141.07 11282.574
7/1/2000 141.84 11196.460
8/1/2000 142.39 11307.394
9/1/2000 143.29 11299.557
10/1/2000 144.09 11349.222
11/1/2000 144.99 11347.371
12/1/2000 145.81 11306.723
1/1/2001 146.77 11320.607
2/1/2001 147.76 11285.784
3/1/2001 148.58 11285.102
4/1/2001 149.40 11349.007
5/1/2001 150.07 11419.197
6/1/2001 150.79 11345.593
7/1/2001 151.67 11311.565
8/1/2001 152.39 11434.606
9/1/2001 153.23 11274.012
10/1/2001 154.11 11357.953
11/1/2001 154.61 11299.768
12/1/2001 155.62 11482.811
1/1/2002 156.56 11496.388
2/1/2002 157.46 11427.356
3/1/2002 158.41 11510.106
4/1/2002 159.33 11522.492
5/1/2002 160.39 11524.424
6/1/2002 161.38 11569.682
7/1/2002 162.40 11630.264
8/1/2002 163.51 11568.979
9/1/2002 164.52 11590.056
10/1/2002 165.61 11565.872
11/1/2002 166.60 11591.361
12/1/2002 167.77 11639.068
1/1/2003 168.82 11606.663
2/1/2003 169.85 11693.256
3/1/2003 170.48 11637.643
4/1/2003 171.54 11707.865
5/1/2003 172.42 11689.362
6/1/2003 173.28 11819.194
7/1/2003 174.56 11878.383
8/1/2003 175.88 11926.224
9/1/2003 177.30 12002.216
10/1/2003 178.35 12012.603
11/1/2003 179.70 12055.406
12/1/2003 181.18 12060.651
1/1/2004 182.48 12033.859
2/1/2004 183.90 12143.894
3/1/2004 185.06 12205.262
4/1/2004 186.65 12183.488
5/1/2004 188.43 12278.178
6/1/2004 190.38 12179.938
7/1/2004 192.01 12290.194
8/1/2004 193.34 12311.545
9/1/2004 194.85 12308.878
10/1/2004 196.27 12416.025
11/1/2004 198.13 12401.426
12/1/2004 199.81 12413.540
1/1/2005 201.28 12539.381
2/1/2005 202.72 12503.565
3/1/2005 204.79 12559.521
4/1/2005 206.55 12572.268
5/1/2005 208.24 12539.956
6/1/2005 210.02 12650.331
7/1/2005 212.05 12658.603
8/1/2005 213.68 12703.405
9/1/2005 215.67 12687.505
10/1/2005 216.88 12709.948
11/1/2005 218.28 12710.738
12/1/2005 219.55 12825.278
1/1/2006 221.11 12876.969
2/1/2006 221.54 12864.698
3/1/2006 222.44 13005.643
4/1/2006 222.82 12928.263
5/1/2006 223.47 12984.213
6/1/2006 223.41 12974.591
7/1/2006 223.48 12943.299
8/1/2006 224.06 12957.783
9/1/2006 224.02 12996.291
10/1/2006 224.41 13016.733
11/1/2006 225.02 13092.641
12/1/2006 225.30 13072.459
1/1/2007 226.11 13066.769
2/1/2007 225.94 13146.739
3/1/2007 227.10 13054.380
4/1/2007 227.10 13187.631
5/1/2007 226.02 13210.721
6/1/2007 225.22 13183.940
7/1/2007 224.15 13175.689
8/1/2007 223.25 13273.783
9/1/2007 222.33 13355.997
10/1/2007 220.61 13308.452
11/1/2007 219.21 13345.534
12/1/2007 218.26 13436.170
1/1/2008 216.21 13452.289
2/1/2008 215.15 13262.775
3/1/2008 213.26 13301.225
4/1/2008 210.89 13302.936
5/1/2008 208.64 13325.277
6/1/2008 207.32 13445.863
7/1/2008 205.51 13324.160
8/1/2008 203.66 13213.977
9/1/2008 201.83 13131.222
10/1/2008 199.80 13071.049
11/1/2008 196.32 13080.629
12/1/2008 196.20 12829.733
1/1/2009 198.05 12854.981
2/1/2009 198.41 12829.519
3/1/2009 196.20 12816.690
4/1/2009 194.94 12823.109
5/1/2009 194.48 12846.551
6/1/2009 194.34 12763.536
7/1/2009 193.83 12805.774
8/1/2009 193.50 12867.887
9/1/2009 193.22 12911.607
10/1/2009 193.84 13062.917
11/1/2009 194.34 13027.202
12/1/2009 192.26 12968.788
Our website has a team of professional writers who can help you write any of your homework. They will write your papers from scratch. We also have a team of editors just to make sure all papers are of HIGH QUALITY & PLAGIARISM FREE. To make an Order you only need to click Ask A Question and we will direct you to our Order Page at WriteDemy. Then fill Our Order Form with all your assignment instructions. Select your deadline and pay for your paper. You will get it few hours before your set deadline.
Fill in all the assignment paper details that are required in the order form with the standard information being the page count, deadline, academic level and type of paper. It is advisable to have this information at hand so that you can quickly fill in the necessary information needed in the form for the essay writer to be immediately assigned to your writing project. Make payment for the custom essay order to enable us to assign a suitable writer to your order. Payments are made through Paypal on a secured billing page. Finally, sit back and relax.
About Writedemy
We are a professional paper writing website. If you have searched a question and bumped into our website just know you are in the right place to get help in your coursework. We offer HIGH QUALITY & PLAGIARISM FREE Papers.
How It Works
To make an Order you only need to click on “Order Now” and we will direct you to our Order Page. Fill Our Order Form with all your assignment instructions. Select your deadline and pay for your paper. You will get it few hours before your set deadline.
Are there Discounts?
All new clients are eligible for 20% off in their first Order. Our payment method is safe and secure.