Childrens Place Stock Forward View - Polynomial Regression
| PLCE Stock | USD 3.33 -0.13 -3.76% |
Childrens Place's Polynomial Regression reference page covers the model's projected value and error measures from recent price data. The forecast output and associated deviation metrics are shown for informational use. The model is fitted to available historical daily prices for Childrens Place. This page is updated as new daily closing prices become available for Childrens Place.
The Polynomial Regression forecasted value of Childrens Place on the next trading day is expected to be 3.37 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.85.A single variable polynomial regression model attempts to put a curve through the Childrens Place historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm All Polynomial Regression forecast figures shown for Childrens Place are reference data reflecting model output based on available historical prices. Polynomial Regression Price Forecast For the 24th of March
Given 90 days horizon, the Polynomial Regression forecasted value of Childrens Place on the next trading day is expected to be 3.37 with a mean absolute deviation of 0.16 , mean absolute percentage error of 0.04 , and the sum of the absolute errors of 9.85 .Please note that although there have been many attempts to predict Childrens 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 Childrens Place's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Childrens Place | Childrens Place Price Prediction | Research Analysis |
Forecasted Value
Forecasting Childrens Place for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. At the moment, the model places downside around 0.21 and upside around 6.52 for the forecasting period.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Childrens Place stock data series using in forecasting. Note that when a statistical model is used to represent Childrens Place 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 | 114.9903 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1614 |
| MAPE | Mean absolute percentage error | 0.038 |
| SAE | Sum of the absolute errors | 9.8467 |
Other Forecasting Options for Childrens Place
Bollinger Bands applied to Childrens Stock price data measure how far Childrens has deviated from its recent average relative to its own volatility. This distinction drives the choice of forecasting model applied to Childrens Place's price data. On-balance volume for Childrens Stock creates a running indicator of buying versus selling pressure in Childrens. Price departures from the channel boundary often mean-revert, offering tactical signals for Childrens Place's.Childrens Place Related Equities
The peer firms below within the Consumer Discretionary space can help frame Childrens Place's pricing and running costs in context. Profit comparisons show whether Childrens Place earns above or below average returns next to its peers.
| Risk & Return | Correlation |
Childrens Place Market Strength Events
For investors tracking Childrens Place, market strength indicators offer quantitative evaluation of stock behavior. By using these indicators, traders can make more informed decisions about when to buy or sell Childrens Place. These indicators capture shifts in momentum that may precede significant price moves in Childrens Place. These metrics provide actionable context for both entry and risk management decisions around Childrens Place.
Childrens Place Risk Indicators
Analyzing Childrens Place's basic risk indicators provides investors with a structured view of the risk-return trade-off for childrens stock. By identifying the level of risk embedded in Childrens Place's investment, investors can make informed decisions about position sizing. Analyzing Childrens Place's risk indicators gives investors important context for price forecasting. Understanding the risk in Childrens Place's investment allows investors to make informed choices about mitigating exposure.
| Mean Deviation | 3.02 | |||
| Standard Deviation | 5.58 | |||
| Variance | 31.19 |
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 Childrens Place
A coverage review of Childrens Place shows when the security is attracting above-average attention from contributors and market observers. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
Contributor Headline
Latest Perspective From Macroaxis
Childrens Place Short Properties
Short-interest signals around Childrens Place 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 Outstanding | 12.8 M | |
| Cash And Short Term Investments | 5.3 M |