Insulet Stock Forward View - Triple Exponential Smoothing

PODD Stock  USD 227.36  -2.92  -1.27%   
The Triple Exponential Smoothing forecast reference data for Insulet is based on the equity's recent trading history. This page summarizes the model output and key accuracy metrics for reference.
The Triple Exponential Smoothing forecasted value of Insulet on the next trading day is expected to be 226.48 with a mean absolute deviation of 4.29 and the sum of the absolute errors of 252.86.As with simple exponential smoothing, in triple exponential smoothing models past Insulet observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Insulet observations. All Triple Exponential Smoothing forecast figures shown for Insulet are reference data reflecting model output based on available historical prices.
Triple exponential smoothing for Insulet - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Insulet 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 trend in Insulet price movement. However, neither of these exponential smoothing models address any seasonality of Insulet.

Triple Exponential Smoothing Price Forecast For the 20th of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Insulet on the next trading day is expected to be 226.48 with a mean absolute deviation of 4.29 , mean absolute percentage error of 29.61 , and the sum of the absolute errors of 252.86 .
Please note that although there have been many attempts to predict Insulet 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 Insulet's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Stock Forecast Pattern

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Forecasted Value

For the next trading day, Macroaxis evaluates Insulet's predictive range by looking for statistically meaningful downside and upside boundaries. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
Market Value
227.36
224.45
Downside
226.48
Expected Value
228.52
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Insulet stock data series using in forecasting. Note that when a statistical model is used to represent Insulet 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 0.8441
MADMean absolute deviation4.2858
MAPEMean absolute percentage error0.0167
SAESum of the absolute errors252.8604
As with simple exponential smoothing, in triple exponential smoothing models past Insulet observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Insulet observations.

Other Forecasting Options for Insulet

Whether a novice or experienced investor, anyone considering Insulet needs to understand the dynamics of Insulet's price movement. Price charts for Insulet Stock contain a significant amount of noise that can distort investment decisions.

Insulet Related Equities

The following equities are related to Insulet within the Health Care space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Insulet 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

Insulet Market Strength Events

Analyzing market strength indicators for Insulet enables investors to understand how the stock performs relative to overall market momentum. These indicators are valuable tools for identifying when to enter or exit positions in Insulet.

Insulet Risk Indicators

Identifying and analyzing Insulet's key risk indicators is a foundational step in projecting how its price may evolve. This process helps investors quantify the risk associated with Insulet's and decide how to manage it.
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 Insulet

Story coverage around Insulet often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.

Insulet Short Properties

Short-interest signals around Insulet can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. The practical goal is to identify when the balance between long and short participation may be changing the quality of the setup.
Common Stock Shares Outstanding71.9 M
Cash And Short Term Investments716.1 M

More Resources for Insulet Stock Analysis

A comprehensive view of Insulet starts with financial statements and ratio context. Ratio analysis helps investors evaluate Insulet Stock operating efficiency and financial trajectory. Highlighted below are reports that provide context for Insulet Stock: