The income elasticity of marginal utility of income, ω, and price elasticities are key parameters in both micro- and macroeconomic policy analyses, including computable general equilibrium modeling, cost-benefit analysis, and public economics decision-making. Typically, the value of ω is derived by estimating demand systems using price, quantity, and income data. Price elasticities are then calculated based on the estimated value of ω. However, most household expenditure surveys do not separately collect price data, making it impossible to estimate ω and price elasticities directly. This limitation creates significant challenges when using household survey data for consumer demand analysis. A recent study by Clements et al. (2022) used Australian household expenditure survey data to estimate price elasticities in the absence of price data by adopting an approximate value, ω = −2, which is frequently cited in the consumer demand literature when price data are available. Building upon this, the present paper introduces a new method for estimating ω and, in turn, price elasticities and demonstrate its application using Sri Lanka's Household Income and Expenditure Survey data. The estimated ω values are then used to test the well-known Frisch (1959) conjecture and Pigou's (1910) law. Both are strongly supported by the data.