A high dead space (V D ) to tidal volume (V T ) ratio during peak exercise (V D /V Tpeak ) is a sensitive and consistent marker of gas exchange abnormalities; therefore, it is important in patients with chronic obstructive pulmonary disease (COPD). However, it is necessary to use invasive methods to obtain V D /V Tpeak , as noninvasive methods, such as end-tidal PCO 2 (P ET CO 2peak ) and P ET CO 2 adjusted with Jones' equation (P J CO 2peak ) at peak exercise, have been reported to be inconsistent with arterial PCO 2 at peak exercise (P a CO 2peak ). Hence, this study aimed to generate prediction equations for V D /V Tpeak using statistical techniques, and to use P ET CO 2peak and P J CO 2peak to calculate the corresponding V D /V Tpeak s (i.e., V D /V TpeakET V D /V TpeakJ ).A total of 46 male subjects diagnosed with COPD who underwent incremental cardiopulmonary exercise tests with P a CO 2 measured via arterial catheterization were enrolled. Demographic data, blood laboratory tests, functional daily activities, chest radiography, two-dimensional echocardiography, and lung function tests were assessed.In multivariate analysis, diffusing capacity, vital capacity, mean inspiratory tidal flow, heart rate, and oxygen pulse at peak exercise were selected with a predictive power of 0.74. There were no significant differences in the PCO 2peak values and the corresponding V D /V Tpeak values across the three types (both p = NS).In subjects with COPD, V D /V Tpeak can be estimated using statistical methods and the P ET CO 2peak and P J CO 2peak . These methods may have similar predictive power and thus can be used in clinical practice.