Table 3.
Estimated coefficients for the individual food categories according to the LASSO model
Food category | Triglycerides | LDL cholesterol | HDL cholesterol | Total cholesterol |
---|---|---|---|---|
(Intercept) | 86.702 | 85.593 | 97.060 | 101.835 |
Lfat_dairy | . | −0.002 | . | −0.001 |
Hfat_dairy | . | 0.007 | 0.037 | 0.045 |
Non_dairy_cream | −0.006 | . | −0.007 | − 0.013 |
Meal_repl | −0.058 | − 0.087 | − 0.052 | −0.066 |
Red_meat | . | 0.001 | . | 0.043 |
Processed_meat | . | . | . | . |
Organ_meats | −0.333 | −0.383 | −0.394 | − 0.472 |
Poultry | . | . | . | . |
Fish | . | . | . | . |
Eggs | . | . | −0.011 | −0.011 |
Soups | . | −0.017 | −0.005 | − 0.021 |
Refined_grains | . | 0.010 | 0.019 | 0.031 |
Sweets | . | 0.011 | . | 0.020 |
Snacks | . | . | . | −0.003 |
Nuts | . | . | −0.011 | − 0.015 |
Whole_grains | . | . | −0.006 | −0.005 |
Pizza | . | . | . | −0.001 |
Fruit | . | . | . | . |
Juice | . | . | −0.006 | −0.009 |
Legumes | . | . | −0.012 | −0.025 |
Chili | −0.039 | −0.105 | − 0.128 | −0.137 |
Potatoes | . | . | . | . |
Green_leafy_veg | . | . | 0.002 | . |
Cruciferous_veg | . | . | . | . |
Darkyellow_veg | −0.021 | . | . | . |
Tomatoes | . | . | . | 0.013 |
Other_veg | . | . | 0.034 | 0.036 |
Margarine | . | −0.024 | −0.018 | −0.027 |
Butter | . | −0.019 | −0.013 | − 0.024 |
Salad_dressings | . | . | 0.007 | . |
Coffee | . | . | . | . |
Tea | −0.002 | . | . | . |
Liquor | . | −0.032 | −0.011 | − 0.013 |
Fruit_juices | . | . | . | . |
Soft_drinks | . | . | −0.010 | −0.001 |
Beer | . | . | . | . |
Wine | −0.057 | − 0.021 | −0.006 | − 0.038 |
Gravy | −0.011 | − 0.029 | −0.041 | − 0.048 |
Age | 0.011 | 0.010 | 0.009 | 0.011 |
Bmi | 0.042 | 0.021 | 0.004 | 0.020 |
Income | 0.068 | 0.063 | 0.040 | 0.053 |
Sex | . | . | . | . |
Eth1 | . | . | . | . |
Eth2 | . | . | . | . |
Eth3 | . | . | . | . |
Eth4 | . | . | . | . |
. = Coefficient shrunk to zero