Optimizing Photometric Redshift Estimation for Large Astronomical Surveys Using Boosted Decision Trees

For my family ii Acknowledgements As it turns out, I don’t live in a vacuum. Without the influence, guidance, and support of countless people, I would never have reached this point in my life. Although enumerating these sources in an “acknowledgements ” section will never repay my debt, I will pay what tribute I can. First, and always foremost, I want to thank my family. Particularly my wife, Catalina Cecilia, who has persevered with me through the trials and joys of life, both within academia, but more importantly outside my studies. I would never have attained so many achievements, or properly appreciated the countless blessings, in my life without her to share them with. I am truly honored to have such a wonderful woman at my side for support and love. My daughter, Katherine, has certainly not lent focus to my work, but always brightens my life every evening when I arrive home. My parents, Joe and Karen, have personified encouragement itself, always eager t