Have all ingredients at room temperature, about 70°F. Preheat the oven to 350°F. Grease and flour an 8- or 10-inch Bundt pan or a 9-inch plain tube pan.
Whisk together thoroughly in a medium bowl:
Beat in a large bowl, or in a stand mixer with the paddle attachment, until light and fluffy, about 5 minutes:
Beat in one at a time:
Beat in:
On low speed, beat in the flour mixture until barely blended. Beat in:
Scrape the batter into the pan, spreading it evenly. Bake until a toothpick inserted into the center comes out clean, about 30 minutes.
Let cool in the pan on a rack for 10 minutes, then tap the pan against the countertop to loosen the cake, invert onto the rack, and let cool.
Ice with: