The mixed dissociation constants of four anticancer drugs – camptothecine, 7-ethyl-10-hydroxycamptothecine, 10-hydroxycamptothecine and 7-ethylcamptothecine, including diprotic and triprotic molecules at various ionic strengths I of range 0.01 and 0.4, and at temperatures of 25 and 37 °C – were determined with the use of two different multiwavelength and multivariate treatments of spectral data, SPECFIT32 and SQUAD(84) nonlinear regression analyses and INDICES factor analysis. A proposed strategy for dissociation constants determination is presented on the acid–base equilibria of camptothecine. Indices of precise modifications of the factor analysis in the program INDICES predict the correct number of components, and even the presence of minor ones, when the data quality is high and the instrumental error is known. The thermodynamic dissociation constant p K a T was estimated by nonlinear regression of {p K a, I} data at 25 and 37 °C: for camptothecine p K a , 1 T = 2.90 ( 7 ) and 3.02(8), p K a , 2 T = 10.18 ( 30 ) and 10.23(8); for 7-ethyl-10-hydroxycamptothecine, p K a , 1 T = 3.11 ( 2 ) and 2.46(6), p K a , 2 T = 8.91 ( 4 ) and 8.74(3), p K a , 3 T = 9.70 ( 3 ) and 9.47(8); for 10-hydroxycamptothecine p K a , 1 T = 2.93 ( 4 ) and 2.84(5), p K a , 2 T = 8.93 ( 2 ) and 8.92(2), p K a , 3 T = 9.45 ( 10 ) and 9.98(4); and for 7-ethylcamptothecine p K a , 1 T = 3.10 ( 4 ) and 3.30(16), p K a , 2 T = 9.94 ( 9 ) and 10.98(18). Goodness-of-fit tests for various regression diagnostics enabled the reliability of the parameter estimates found to be proven. Pallas and Marvin predict p K a being based on the structural formulae of drug compounds in agreement with the experimental value.