Variable	GLMNET	HDGB2		Variable	GLMNET	HDGB2		Variable	GLMNET	HDGB2
LogLiability	0.711	0.782		Allegan	0.073	0.074		Soybeans	0.036	0
Livingston	0.182	0.000		Van Buren	-0.238	-0.011		Corn	0.040	0.020
Montcalm	-0.636	-0.354		Saginaw	-0.143	-0.062		Wheat	-0.114	-0.310
Muskegon	0.063	0.091		Midland	0.000	-0.036		Milk	-1.612	-1.288
Gratiot	-0.094	0		Lapeer	0.418	0.084		Dry Beans	0	0
Cass	-0.743	-0.419		Osceola	0	-0.231		Cherries	0.372	0.098
Calhoun	-0.347	-0.177		Barry	0.155	0.151		Sugar Beets	-1.078	-0.343
Huron	-0.758	-0.600		Grand Traverse	-0.031	-0.060		Apples	0	0.129
Shiawassee	0.107	0.084		Newaygo	0	0.028		Potatoes	0	0
Bay	-0.426	-0.465		Berrien	0.053	0		Oats	-0.514	-0.395
Eaton	0.166	0.191		Macomb	0.595	0.279		Blueberries	-0.991	-0.392
Jackson	-0.039	-0.253		Leelanau	0	0.000		Grapes	0	0
Hillsdale	0.199	0.265		Mecosta	-0.072	0		Peaches	0.774	0.305
Ionia	0	0		Kent	-0.061	0.013		Forage Production	-0.258	-0.133
Sanilac	0	0		Benzie	-0.104	-0.519		Processing Beans	0.621	0.785
Clinton	0.353	0.184		Menominee	0.221	0.167		All Other Commodities	-0.064	0
St Joseph	-0.590	-0.389		Ingham	0.127	0		Pasture, Rangeland, Forage	-1.448	-1.240
Arenac	-0.180	-0.015		Gladwin	0.391	0.050
Monroe	0.488	0.310		Ogemaw	0	0.000
Isabella	0.042	0		Alpena	0.041	0.003
Manistee	0.047	0		Washtenaw	0.614	0.319
St Clair	0.471	0.297		Wayne	0.732	0.176
Oceana	-0.065	-0.037		Presque Isle	-0.055	-0.048
Clare	0.219	0.170		Iosco	0.307	0.097
Lenawee	0.687	0.507		Missaukee	-0.991	-0.652
Branch	-0.260	-0.191		Antrim	0.545	0.256
Tuscola	-0.172	-0.048		Mason	-0.127	0.000
Genesee	0.380	0.202		Alcona	0.034	0.098
Kalamazoo	0	-0.300		Oakland	0.633	0.159
Ottawa	-0.023	-0.013		All Other Counties	-0.336	0
Delta	0.237	0.000