Hasbro Stock Forward View - 20 Period Moving Average

HAS Stock  USD 94.69  -0.39  -0.41%   
20 Period Moving Average is applied to Hasbro Inc's daily closing prices, and the resulting forecast is presented with accuracy metrics. Wide deviation between fitted and observed values suggests the model's assumptions may not match current market conditions. The 20 Period Moving Average model projects Hasbro at 92.70 for the next trading day, below the most recent closing price. This 20 Period Moving Average output is provided as analytical reference and does not constitute a trading recommendation.
The 20-period moving average forecast for Hasbro Inc replaces each daily value with the mean of that value and the 20 preceding closing prices. This is a widely used smoothing window that spans approximately one month of trading data.

20 Period Moving Average Price Forecast For the 28th of April

Over a 90-day horizon, the 20 Period Moving Average model forecasts Hasbro at 92.70 for the next trading day, with a mean absolute deviation of 3.09 , mean absolute percentage error of 0.03 , and sum of absolute errors of 126.74 .
This represents a tight forecast with good short-term tracking of Hasbro's price movement. This output is intended for short-term analytical reference.

Stock Forecast Pattern

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Forecasted Value

Hasbro's next-session forecast estimates practical downside and upside boundaries based on the model's historical fit. The projected band runs from roughly 90.39 on the downside to about 95.01 on the upside. The moderate spread reflects defined uncertainty around the forecast.
Market Value
94.69
92.70
Expected Value
95.01

Model Predictive Factors

The table below summarizes the 20 Period Moving Average model's error metrics for Hasbro stock. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.
AICAkaike Information Criteria83.8543
BiasArithmetic mean of the errors 1.6036
MADMean absolute deviation3.0912
MAPEMean absolute percentage error0.0332
SAESum of the absolute errors126.739
The broader window aggressively filters short-term noise in Hasbro price data, producing a smooth trend line. This makes it useful for identifying the prevailing direction of Hasbro Inc prices but slow to respond to reversals. The model is reliable only for very short-term projections (one to two periods).

Other Forecasting Options for Hasbro

Hasbro's daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Hasbro often signals an upcoming reversal or acceleration.

Hasbro Related Equities

These stocks are related to Hasbro within the Consumer Discretionary space and can be used for peer review, pricing, or spreading risk. Revenue and margin checks across this group help investors set expectations for Hasbro's results.
 Risk & Return  Correlation

Hasbro Market Strength Events

Market strength indicators for Hasbro stock provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in Hasbro.

Hasbro Risk Indicators

Assessing Hasbro's risk indicators is a structured way to evaluate the risk-return trade-off for hasbro stock. The level of risk embedded in Hasbro's feeds directly into exposure calibration.
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.

Hasbro Short Properties

Short-interest signals around Hasbro reveal 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 Outstanding140.2 M
Cash And Short Term Investments882 M