LifeMD Stock Forward View - Double Exponential Smoothing
| LFMD Stock | USD 3.90 -0.19 -4.65% |
This page documents Double Exponential Smoothing forecast output for LifeMD Inc as reference data. The model is applied to historical closing prices and the resulting projection and error statistics are shown below.
The Double Exponential Smoothing forecasted value of LifeMD Inc on the next trading day is expected to be 3.92 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.65.When LifeMD Inc prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any LifeMD Inc trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent LifeMD observations are given relatively more weight in forecasting than the older observations. The Double Exponential Smoothing reference information for LifeMD is based on available price data and is intended for informational purposes. Double Exponential Smoothing Price Forecast For the 22nd of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of LifeMD Inc on the next trading day is expected to be 3.92 with a mean absolute deviation of 0.16 , mean absolute percentage error of 0.05 , and the sum of the absolute errors of 9.65 .Please note that although there have been many attempts to predict LifeMD Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that LifeMD's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest LifeMD | LifeMD Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for LifeMD Inc uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. Used properly, these levels provide context around forecast dispersion rather than certainty about the next closing print.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of LifeMD stock data series using in forecasting. Note that when a statistical model is used to represent LifeMD stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.| AIC | Akaike Information Criteria | Huge |
| Bias | Arithmetic mean of the errors | 0.0289 |
| MAD | Mean absolute deviation | 0.1608 |
| MAPE | Mean absolute percentage error | 0.0459 |
| SAE | Sum of the absolute errors | 9.6505 |
Other Forecasting Options for LifeMD
Any investor evaluating LifeMD must grapple with the challenge of interpreting LifeMD's price movement accurately. LifeMD Stock price charts typically contain substantial noise that can complicate analysis and lead to poor decisions.LifeMD Related Equities
The following equities are related to LifeMD within the Health Care space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing LifeMD against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
LifeMD Market Strength Events
Market strength indicators for LifeMD assess how the stock responds to ongoing changes in market conditions and investor sentiment. By monitoring these indicators, investors can identify the most opportune moments to trade LifeMD Inc.
| Accumulation Distribution | 105615.0 | |||
| Daily Balance Of Power | -0.58 | |||
| Rate Of Daily Change | 0.95 | |||
| Day Median Price | 4.0 | |||
| Day Typical Price | 3.96 | |||
| Price Action Indicator | -0.19 | |||
| Period Momentum Indicator | -0.19 |
LifeMD Risk Indicators
Risk indicator analysis for LifeMD is a critical component of accurate price forecasting and sound investment decision-making. By identifying how much risk is embedded in LifeMD's investment, investors can decide how to position and protect their exposure.
| Mean Deviation | 4.33 | |||
| Semi Deviation | 4.16 | |||
| Standard Deviation | 6.13 | |||
| Variance | 37.57 | |||
| Downside Variance | 20.42 | |||
| Semi Variance | 17.35 | |||
| Expected Short fall | -5.93 |
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
Story Coverage note for LifeMD
A coverage review of LifeMD Inc shows when the security is attracting above-average attention from contributors and market observers. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
Contributor Headline
Latest Perspective From Macroaxis
LifeMD Short Properties
A short-interest review of LifeMD Inc provides context for understanding whether skepticism in the market is becoming more influential. This is most valuable when investors want to know whether bearish pressure is starting to shape the market's reaction function.
| Common Stock Shares Outstanding | 45.1 M | |
| Cash And Short Term Investments | 36.8 M |