Ph.D Thesis: Calorimetric Measurements in CDF: A New Algorithm to Improve The Energy Resolution of Hadronic Jets Giuseppe Latino University of Cassino Abstract Many interesting physics signatures in a collider experiment like CDF are characterized by final state quarks and gluons which fragment into hadronic jets. An improvement in the jet energy resolution is then very important for many Run II physics analyses and any effort in pursuing such result can be rightly considered as part of the complex CDF II upgrade program. The jet energy resolution comes from many sources, which can be grouped into two categories: detector and physics effects. In the work exposed in this thesis, detector effects were extensively treated developing a new algorithm which allows to optimize the jet energy resolution using calorimetry as well as additional detector information. For the first time in a hadron collider the full granularity of the detector was adopted to perform corrections at ``tower level'' rather than at the usual ``jet level'', this allowing the new algorithm to be exploited regardless of the clustering algorithm chosen to reconstruct the jet. In the present work the new algorithm has been optimized and implemented in an offline code which in principle allows it to be applied on each data sample. A preliminary study on potential algorithm improvements was also performed. The algorithm test, as performed on two different Run Ib data samples, gamma-jet and di-jet, showed very promising results up to ~25% of improvement with respect to the standard CDF jet corrections. Posted to /cdf/pub/thesis/cdf5555_latino_thesis.ps http://www-cdf.fnal.gov/thesis/cdf5555_latino_thesis.ps Posted by latino@cdfsga