Logit Model Sample Clauses

Logit Model. Pr (𝑦 = 1|𝑀𝑜𝑟𝑠𝑒_𝐹𝑎𝑙𝑙_𝑆𝑐𝑎𝑙𝑒, 𝐴𝑔𝑒, 𝐺𝑒𝑛𝑑𝑒𝑟𝑀𝑎𝑙𝑒, 𝐴𝑓𝑟𝑖𝑐𝑎𝑛_𝐴𝑚𝑒𝑟𝑖𝑐𝑎𝑛_𝑜𝑟_𝐵𝑙𝑎𝑐𝑘, 𝑂𝑡ℎ𝑒𝑟 = 𝚲 (β0 + β1𝑀𝑜𝑟𝑠𝑒_𝐹𝑎𝑙𝑙_𝑆𝑐𝑎𝑙𝑒 + β2𝐺𝑒𝑛𝑑𝑒𝑟𝑀𝑎𝑙𝑒 + β3𝐴𝑓𝑟𝑖𝑐𝑎𝑛_𝐴𝑚𝑒𝑟𝑖𝑐𝑎𝑛_𝑜𝑟_𝐵𝑙𝑎𝑐𝑘 + β4𝑂𝑡ℎ𝑒𝑟 In this study, I am interested in whether the Xxxxx Fall Scale score is reflected in the prescription of benzodiazepines and opioids. Specifically, the dependent variable of interest—the medications being analyzed—is denoted as y being a binary variable that indicates whether the patient received a medication or not. When y=1 that refers to the set of medications that have been selected for that model. This is specified for each model and which medications have been chosen. Thus, y=0 entails that no selected medications have been administered to the patient and y=1 refers to when selected medications are present for a patient. The Xxxxx Fall Scale, which is the main independent variable of interest, score ranges from 0 to 125. To prevent possible confounding effects, the model controls for age, race, and gender. The Gender parameter was set to be a factor with the levels of 0 being Female and 1 being Male. Race is divided into three groups: African American or Black, Caucasian or White, and Others. Caucasian or White race was used as the base when creating the dummy variables for race in which African American or Black and Other was compared to. Other is the group of people that identified as Asian, Multiple, or Unknown, Unavailable, or Unreported. Patient Demographics

Logit Model. Pr ( = 1|__, , , ___, ℎ = Λ (β! + β"__ + β# + β$___ + β%ℎ In this study, I am interested in whether the Xxxxx Fall Scale score is reflected in the prescription of benzodiazepines and opioids. Specifically, the dependent variable of interest—the medications being analyzed—is denoted as y being a binary variable that indicates whether the patient received a medication or not. When y=1 that refers to the set of medications that have been selected for that model. This is specified for each model and which medications have been chosen. Thus, y=0 entails that no selected medications have been administered to the patient and y=1 refers to when selected medications are present for a patient. The Xxxxx Fall Scale, which is the main independent variable of interest, score ranges from 0 to 125. To prevent possible confounding effects, the model controls for age, race, and gender. The Gender parameter was set to be a factor with the levels of 0 being Female and 1 being Male. Race is divided into three groups: African American or Black, Caucasian or White, and Others. Caucasian or White race was used as the base when creating the dummy variables for race in which African American or Black and Other was compared to. Other is the group of people that identified as Asian, Multiple, or Unknown, Unavailable, or Unreported. Patient Demographics